A Model of Saliency-Based Visual Attention for Rapid Scene Analysis

Authors:
Laurent Itti;Christof Koch;Ernst Niebur
Affiliations:
California Institute of Technology, Pasadena;California Institute of Technology, Pasadena;Johns Hopkins Univ., Baltimore, MD
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1998

Citing 1
Cited 872

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Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
The emergence of attention by population-based inference and its role in distributed processing and cognitive control of vision

Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Assessing the contribution of color in visual attention

Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
A Bimodal Laser-Based Attention System

Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Evaluation of selective attention under similarity transformations

Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Subspace learning-based dimensionality reduction in building recognition

Neurocomputing
Content-based attention ranking using visual and contextual attention model for baseball videos

IEEE Transactions on Multimedia - Special issue on integration of context and content
Image retargeting using mesh parametrization

IEEE Transactions on Multimedia
Salient region detection by modeling distributions of color and orientation

IEEE Transactions on Multimedia
Biologically inspired mobile robot vision localization

IEEE Transactions on Robotics
A smart automatic thumbnail cropping based on attention driven regions of interest extraction

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Automatic focusing attention for a stereo pair of image sequence

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Modeling the influences of cyclic top-down and bottom-up processes for reinforcement learning in eye movements

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A sparsity-enforcing method for learning face features

IEEE Transactions on Image Processing
Computational visual attention systems and their cognitive foundations: A survey

ACM Transactions on Applied Perception (TAP)
Local energy saliency for bottom-up visual attention

VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
Human detection using a mobile platform and novel features derived from a visual saliency mechanism

Image and Vision Computing
Review article: Object-based video coding with dynamic quality control

Image and Vision Computing
Familiarity based unified visual attention model for fast and robust object recognition

Pattern Recognition
Visual media retargeting

ACM SIGGRAPH ASIA 2009 Courses
An effective grayscale conversion with applications to image enhancement

ACM SIGGRAPH ASIA 2009 Sketches
Interactive sound rendering

ACM SIGGRAPH 2009 Courses
The whys, how tos, and pitfalls of user studies

ACM SIGGRAPH 2009 Courses
Mesh saliency and human eye fixations

ACM Transactions on Applied Perception (TAP)
Eye movement data modeling using a genetic algorithm

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Region-of-interest based dynamical parameter allocation for H.264/AVC encoder

PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Visual attention modeling: region-of-interest versus fixation patterns

PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
A Multi-modal Attention System for Smart Environments

ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Using Local Symmetry for Landmark Selection

ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
A Hierarchical System Integration Approach with Application to Visual Scene Exploration for Driver Assistance

ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Saliency-Based Obstacle Detection and Ground-Plane Estimation for Off-Road Vehicles

ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Relevance of Interest Points for Eye Position Prediction on Videos

ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Generation of an Importance Map for Visualized Images

ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
A Probabilistic Model of Visual Attention and Perceptual Organization for Constructive Object Recognition

ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Automatic Detection of Object of Interest and Tracking in Active Video

PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
DCT-Based Videoprinting on Saliency-Consistent Regions for Detecting Video Copies with Text Insertion

PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Real-time estimation of human visual attention with dynamic bayesian network and MCMC-based particle filter

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Logo detection based on spatial-spectral saliency and partial spatial context

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A dataset and evaluation methodology for visual saliency in video

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning based thumbnail cropping

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Saliency-based video segmentation with graph cuts and sequentially updated priors

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Resolution-invariant image representation for content-based zooming

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Image trimming via saliency region detection and iterative feature matching

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Human-centered picture slideshow personalization for mobile devices

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
An automatic image browsing technique for small display users

ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Most salient region tracking

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Environment adapted active multi-focal vision system for object detection

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
A high-speed multi-GPU implementation of bottom-up attention using CUDA

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Active multi-view object search on a humanoid head

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Learning sequential visual attention control through dynamic state space discretization

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
An oscillatory correlation model of object-based attention

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Extraction of visual features with eye tracking for saliency driven 2D/3D registration

Image and Vision Computing
The use of attention and spatial information for rapid facial recognition in video

Image and Vision Computing
Using gestures on mobile phones to create SMS comics

Proceedings of the fourth international conference on Tangible, embedded, and embodied interaction
Axiomatic approach to computational attention

Pattern Recognition
A new model of visual attention selection based on amplitude modulation Fourier transform

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
An Approach to the Parameterization of Structure for Fast Categorization

International Journal of Computer Vision
A configurable heterogeneous multicore architecture with cellular neural network for real-time object recognition

IEEE Transactions on Circuits and Systems for Video Technology
Visual tools for ROI montage in an Image2Video application

IEEE Transactions on Circuits and Systems for Video Technology
Picture collage

IEEE Transactions on Multimedia
A Generalised Approach to the use of Sampling for Rapid Object Location

International Journal of Applied Mathematics and Computer Science - Applied Image Processing
A biologically plausible model for selective color image processing

CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
Autonomous development of vergence control driven by disparity energy neuron populations

Neural Computation
GradientShop: A gradient-domain optimization framework for image and video filtering

ACM Transactions on Graphics (TOG)
Office-mate: selective attention and incremental object perception

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Salient region extraction based on intensity mapping for image retrieval

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Autonomous switching of top-down and bottom-up attention selection for vision guided mobile robots

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Cognitive vision for efficient scene processing and object categorization in highly cluttered environments

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Automatic selection of task spaces for imitation learning

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Stability and sensitivity of bottom-up visual attention for dynamic scene analysis

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
A dynamic attention system that reorients to unexpected motion in real-world traffic environments

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Centralized server environment for educational robotics

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Effective robot task learning by focusing on task-relevant objects

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Active segmentation for robotics

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Using symmetrical regions of interest to improve visual SLAM

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Parallel scene perception on various blurry images

Proceedings of the First International Conference on Internet Multimedia Computing and Service
An Active Vision System for Detecting, Fixating and Manipulating Objects in the Real World

International Journal of Robotics Research
Energy-based image deformation

SGP '09 Proceedings of the Symposium on Geometry Processing
Salience representation in the parietal and frontal cortex

Journal of Cognitive Neuroscience
Saliency-directed image interpolation using particle swarm optimization

Signal Processing
Towards a unified visual framework in a binocular active robot vision system

Robotics and Autonomous Systems
Video retargeting with multi-scale trajectory optimization

Proceedings of the international conference on Multimedia information retrieval
Saliency-based decision support

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Inferring object relevance from gaze in dynamic scenes

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Features that draw visual attention: an information theoretic perspective

Neurocomputing
Biologically motivated vergence control system using human-like selective attention model

Neurocomputing
A review of log-polar imaging for visual perception in robotics

Robotics and Autonomous Systems
Information visibility using transmission methods

Pattern Recognition Letters
Evaluation of progressive image loading schemes

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A model of dynamic visual attention for object tracking in natural image sequences

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Neural competitive structures for segmentation based on motion features

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
A model for visio-haptic attention for efficient resource allocation in multimodal environments

FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
Predictive visual context in object detection

CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
MAPS: multiscale attention-based presegmentation of color images

Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Integrating context-free and context-dependent attentional mechanisms for gestural object reference

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
An attentive, multi-modal laser "eye"

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Context based object detection from video

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Recognition of gestural object reference with auditory feedback

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Implementation of visual attention system using bottom-up saliency map model

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
The statistical properties of local log-contrast in natural images

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
An attentional approach for perceptual grouping of spatially distributed patterns

Proceedings of the 29th DAGM conference on Pattern recognition
How to find interesting locations in video: a spatiotemporal interest point detector learned from human eye movements

Proceedings of the 29th DAGM conference on Pattern recognition
Intelligent ad resizing

Proceedings of the 19th international conference on World wide web
Online learning of task-driven object-based visual attention control

Image and Vision Computing
An approach to intelligently crop and scale video for broadcast applications

Proceedings of the 2010 ACM Symposium on Applied Computing
Visual search for an object in a 3D environment using a mobile robot

Computer Vision and Image Understanding
A biologically-inspired vision architecture for resource-constrained intelligent vehicles

Computer Vision and Image Understanding
Of bits and wows: A Bayesian theory of surprise with applications to attention

Neural Networks
Unsupervised multiple object segmentation of multiview images

ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
A self-organizing approach to detection of moving patterns for real-time applications

BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
Motion-based video retargeting with optimized crop-and-warp

ACM SIGGRAPH 2010 papers
Object recognition: a focused vision based approach

ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Automated intelligent abundance analysis of scallop survey video footage

AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
A knowledge synthesizing approach for classification of visual information

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Denoising saliency map for region of interest extraction

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Adaptive video presentation for small display while maximize visual information

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Visual search in static and dynamic scenes using fine-grain top-down visual attention

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Integration of visual and shape attributes for object action complexes

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Enhancing robustness of a saliency-based attention system for driver assistance

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Salient region detection and segmentation

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Bottom-up and top-down object matching using asynchronous agents and a contrario principles

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Evaluating the effectiveness and efficiency of visual variables for geographic information visualization

COSIT'09 Proceedings of the 9th international conference on Spatial information theory
Extracting salient visual attention regions by color contrast and wavelet transformation

ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
A ROI detection model for soccer video on small display

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An automated vision-based inspection system for bearing gland covers

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Personalized production of basketball videos from multi-sensored data under limited display resolution

Computer Vision and Image Understanding
Image matching using enclosed region detector

Journal of Visual Communication and Image Representation
Planning to see: A hierarchical approach to planning visual actions on a robot using POMDPs

Artificial Intelligence
Biological plausibility of spectral domain approach for spatiotemporal visual saliency

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Early clustering approach towards modeling of bottom-up visual attention

KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Multi-view video based multiple objects segmentation using graph cut and spatiotemporal projections

Journal of Visual Communication and Image Representation
An attention controlled multi-core architecture for energy efficient object recognition

Image Communication
A saliency map method with cortex-like mechanisms and sparse representation

Proceedings of the ACM International Conference on Image and Video Retrieval
Beyond tag relevance: integrating visual attention model and multi-instance learning for tag saliency ranking

Proceedings of the ACM International Conference on Image and Video Retrieval
Contextual image retrieval model

Proceedings of the ACM International Conference on Image and Video Retrieval
Image pre-classification based on saliency map for image retrieval

ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
An attention model for extracting components that merit identification

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Isocentric color saliency in images

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Saliency-enhanced image aesthetics class prediction

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Saliency detection for content-aware image resizing

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
What we see is most likely to be what matters: visual attention and applications

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Incremental sparse saliency detection

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Main subject detection VIA adaptive feature selection

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Region-of-interest intra prediction for H.264/AVC error resilience

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Efficient perceptual attentive super-resolution

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Modeling of top-down influences on object-based visual attention for robots

ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
A novel robotic visual perception method using object-based attention

ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
An autonomous visual perception model for robots using object-based attention mechanism

ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Biologically inspired feature manifold for scene classification

IEEE Transactions on Image Processing
A novel multiresolution spatiotemporal saliency detection model and its applications in image and video compression

IEEE Transactions on Image Processing
Spectral-Driven Isometry-Invariant Matching of 3D Shapes

International Journal of Computer Vision
A biologically inspired object-based visual attention model

Artificial Intelligence Review
Saliency for animated meshes with material properties

Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization
Gazing at games: using eye tracking to control virtual characters

ACM SIGGRAPH 2010 Courses
Perceptually-motivated graphics, visualization and 3D displays

ACM SIGGRAPH 2010 Courses
Technical Section: Perceptual enhancement of two-level volume rendering

Computers and Graphics
A fully automated method to detect and segment a manufactured object in an underwater color image

EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
Region-of-importance detection based on fusion of audio and video

Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video

International Journal of Computer Vision
An empirical pipeline to derive gaze prediction heuristics for 3D action games

ACM Transactions on Applied Perception (TAP)
Visual attention model involving feature-based inhibition of return

Artificial Life and Robotics
Purely automated attacks on passpoints-style graphical passwords

IEEE Transactions on Information Forensics and Security
Cosaliency: where people look when comparing images

UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Visual attention guided bit allocation in video compression

Image and Vision Computing
Do predictions of visual perception aid design?

ACM Transactions on Applied Perception (TAP)
Analysis and design of a k-winners-take-all model with a single state variable and the heaviside step activation function

IEEE Transactions on Neural Networks
A probabilistic model of overt visual attention for cognitive robots

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An object-based visual attention model for robotic applications

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Crowdsourced automatic zoom and scroll for video retargeting

Proceedings of the international conference on Multimedia
Automatic interesting object extraction from images using complementary saliency maps

Proceedings of the international conference on Multimedia
Memory matrix: a novel user experience for home video

Proceedings of the international conference on Multimedia
Saliency detection based on 2D log-gabor wavelets and center bias

Proceedings of the international conference on Multimedia
Improved saliency detection based on superpixel clustering and saliency propagation

Proceedings of the international conference on Multimedia
Automatically protecting privacy in consumer generated videos using intended human object detector

Proceedings of the international conference on Multimedia
Requirements and design space for interactive public displays

Proceedings of the international conference on Multimedia
Browser independent content-based image resizing for liquid web layouts

Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access
Automatic creation of photo books from stories in social media

Proceedings of second ACM SIGMM workshop on Social media
Saliency-based candidate inspection region extraction in tape automated bonding

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Optimal bi-directional seam carving for content-aware image resizing

Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games
A swarm cognition realization of attention, action selection, and spatial memory

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Color spectrum normalization: saliency detection based on energy re-allocation

PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Discriminative spatial attention for robust tracking

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A learned saliency predictor for dynamic natural scenes

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Object of interest detection by saliency learning

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
An eye fixation database for saliency detection in images

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Segmenting salient objects from images and videos

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
what is the chance of happening: a new way to predict where people look

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
A controlling strategy for an active vision system based on auditory and visual cues

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
A real-time visual attention model for predicting gaze point during first-person exploration of virtual environments

Proceedings of the 17th ACM Symposium on Virtual Reality Software and Technology
Actor-independent action search using spatiotemporal vocabulary with appearance hashing

Pattern Recognition
Selecting salient objects in real scenes: An oscillatory correlation model

Neural Networks
Relevance of a feed-forward model of visual attention for goal-oriented and free-viewing tasks

IEEE Transactions on Image Processing
Generating saliency maps using human based computation agents

CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Visual attention based motion object detection and trajectory tracking

PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Visual attention model based object tracking

PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Automatic speed graph generation for predefined camera paths

SG'10 Proceedings of the 10th international conference on Smart graphics
Focus and context in mixed reality by modulating first order salient features

SG'10 Proceedings of the 10th international conference on Smart graphics
Is bottom-up attention useful for object recognition?

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Activity recognition by integrating the physics of motion with a neuromorphic model of perception

WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Learning attention based saliency in videos from human eye movements

WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Shape google: Geometric words and expressions for invariant shape retrieval

ACM Transactions on Graphics (TOG)
Random walks on graphs for salient object detection in images

IEEE Transactions on Image Processing
Autonomous behavior-based switched top-down and bottom-up visual attention for mobile robots

IEEE Transactions on Robotics
Travelmedia: An intelligent management system for media captured in travel

Journal of Visual Communication and Image Representation
A case-based reasoning approach for detection of salient regions in images

Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Optimum subspace learning and error correction for tensors

ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Stereoscopic visual attention-based regional bit allocation optimization for multiview video coding

EURASIP Journal on Advances in Signal Processing
Measuring and Predicting Object Importance

International Journal of Computer Vision
Algorithms for video retargeting

Multimedia Tools and Applications
Visual selective attention model considering bottom-up saliency and psychological distance

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
A salient region detector for GPU using a cellular automata architecture

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Probabilistic learning of visual object composition from attended segments

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Wish I hadn't clicked that: context based icons for mobile web navigation and directed search tasks

Proceedings of the 16th international conference on Intelligent user interfaces
A novel biologically inspired attention mechanism for a social robot

EURASIP Journal on Advances in Signal Processing - Special issue on biologically inspired signal processing: analyses, algorithms and applications
A social approach to image re-targeting based on an interactive game

USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Sewing photos: smooth transition between photos

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Employing aesthetic principles for automatic photo book layout

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Bottom-up saliency detection model based on amplitude spectrum

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Content-aware video resizing based on salient visual cubes

Journal of Visual Communication and Image Representation
Vision-based contingency detection

Proceedings of the 6th international conference on Human-robot interaction
Toward local and global perception modules for vision substitution

Neurocomputing
Parallel implementation of a spatio-temporal visual saliency model

Journal of Real-Time Image Processing
Rigid registration of renal perfusion images using a neurobiology-based visual saliency model

Journal on Image and Video Processing
Nonlinear revision control for images

ACM SIGGRAPH 2011 papers
Unsupervised feature selection for salient object detection

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Salient region detection by jointly modeling distinctness and redundancy of image content

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Horror image recognition based on emotional attention

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
A phase discrepancy analysis of object motion

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Saliency density maximization for object detection and localization

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
A relational vector space model using an advanced weighting scheme for image retrieval

Information Processing and Management: an International Journal
Perceptual visual quality metrics: A survey

Journal of Visual Communication and Image Representation
Extracting detected salient object by active segmentation

Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Mechatronic design of the Twente humanoid head

Intelligent Service Robotics
Image re-targeting with balanced energy map and foreground constraint

World Wide Web
Modelling salient visual dynamics in videos

Multimedia Tools and Applications
Importance-driven compositing window management

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Directing attention and influencing memory with visual saliency modulation

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Perception based representations for computational colour

CCIW'11 Proceedings of the Third international conference on Computational color imaging
Hebbian-based neural networks for bottom-up visual attention and its applications to ship detection in SAR images

Neurocomputing
Affective saliency map considering psychological distance

Neurocomputing
Human-centered visualization environments

Human-centered visualization environments
Interactive evolution of camouflage

Artificial Life
Saliency-based fidelity adaptation preprocessing for video coding

Journal of Computer Science and Technology - Special issue on natural language processing
Fast object detection using steiner tree

Machine Graphics & Vision International Journal
Learning crop regions for content-aware generation of thumbnail images

Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Saliency moments for image categorization

Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Image retrieval based on micro-structure descriptor

Pattern Recognition
Short Communication to SMI 2011: Visual saliency guided normal enhancement technique for 3D shape depiction

Computers and Graphics
A model of saliency-based selective attention for machine vision inspection application

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Development of a biologically inspired real-time spatiotemporal visual attention system

ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Saliency in spectral images

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Fast and efficient saliency detection using sparse sampling and kernel density estimation

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
A visual saliency map based on random sub-window means

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
A cognitive approach for robots' vision using unsupervised learning and visual saliency

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
Stylization-based ray prioritization for guaranteed frame rates

Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Non-Photorealistic Animation and Rendering
A probabilistic framework for object search with 6-DOF pose estimation

International Journal of Robotics Research
Image retargeting through constrained growth of important rectangular partitions

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A scheme for attentional video compression

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Non-uniform mesh warping for content-aware image retargeting

ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Saliency-directed color image segmentation using modified particle swarm optimization

Signal Processing
Person tracking based on a hybrid neural probabilistic model

ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Saliency-based image editing for guiding visual attention

Proceedings of the 1st international workshop on pervasive eye tracking & mobile eye-based interaction
An integrated visual saliency-based watermarking approach for synchronous image authentication and copyright protection

Image Communication
Salient region detection using discriminative feature selection

ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
A systems integration approach to creating embodied biomimetic models of active vision

TAROS'11 Proceedings of the 12th Annual conference on Towards autonomous robotic systems
Regions of interest extraction from color image based on visual saliency

The Journal of Supercomputing
Photobook generation algorithms

Pattern Recognition and Image Analysis
Automatic Detection of Object of Interest and Tracking in Active Video

Journal of Signal Processing Systems
Algorithm for discriminating aggregate gaze points: comparison with salient regions-of-interest

ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Can saliency map models predict human egocentric visual attention?

ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Evaluation of the impetuses of scan path in real scene searching

ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
The active sampling of gaze-shifts

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Visual saliency by keypoints distribution analysis

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Unsupervised saliency detection based on 2D Gabor and Curvelets transforms

Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Focal biologically inspired feature for glaucoma type classification

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
From saliency to eye gaze: embodied visual selection for a pan-tilt-based robotic head

ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Learning what matters: combining probabilistic models of 2D and 3D saliency cues

ICVS'11 Proceedings of the 8th international conference on Computer vision systems
Automatic image tagging based on regions of interest

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
Least absolute deviation cut

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Comparative visibility analysis of advertisement images

Image Communication
An approach for visual attention based on biquaternion and its application for ship detection in multispectral imagery

Neurocomputing
Adaptive facial expression recognition using inter-modal top-down context

ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Gaze guidance reduces the number of collisions with pedestrians in a driving simulator

ACM Transactions on Interactive Intelligent Systems (TiiS)
A computational model for human eye-movements in military simulations

Computational & Mathematical Organization Theory
Saliency-based image retargeting in the compressed domain

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Bottom-up saliency based on weighted sparse coding residual

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Nonparametric bottom-up saliency detection using hypercomplex spectral contrast

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Extracting intentionally captured regions using point trajectories

MM '11 Proceedings of the 19th ACM international conference on Multimedia
A biologically inspired computational model for image saliency detection

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Unsupervised fast anomaly detection in crowds

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Content-aware photo-on-photo composition for consumer photos

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Combining content-based analysis and crowdsourcing to improve user interaction with zoomable video

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Sequential model-based segmentation and recognition of image structures driven by visual features and spatial relations

Computer Vision and Image Understanding
Hybrid fire detection using hidden Markov model and luminance map

Computers and Electrical Engineering
Key frame extraction based on visual attention model

Journal of Visual Communication and Image Representation
Adaptive object recognition model using incremental feature representation and hierarchical classification

Neural Networks
Intelligent characterization and evaluation of yarn surface appearance using saliency map analysis, wavelet transform and fuzzy ARTMAP neural network

Expert Systems with Applications: An International Journal
Perception in graphics, visualization, virtual environments and animation

SIGGRAPH Asia 2011 Courses
Selecting what is important: training visual attention

KI'05 Proceedings of the 28th annual German conference on Advances in Artificial Intelligence
Linear vs. nonlinear feature combination for saliency computation: a comparison with human vision

DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Entropy assisted automated terrain navigation using traveling salesman problem

Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Conceptual Imitation Learning in a Human-Robot Interaction Paradigm

ACM Transactions on Intelligent Systems and Technology (TIST)
An automotive detector using biologically motivated selective attention model for a blind spot monitor

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Guiding a bottom-up visual attention mechanism to locate specific image regions using a distributed genetic optimization

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Feature conjunctions in visual search

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Wavelet based estimation of saliency maps in visual attention algorithms

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Color-contrast landmark detection and encoding in outdoor images

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Goal-directed search with a top-down modulated computational attention system

PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Cognition theory based performance characterization in computer vision

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
A novel region-based image retrieval algorithm using selective visual attention model

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
A region based image matching method with regularized SAR model

PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
JPEG2000 image adaptation for MPEG-21 digital items

PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
A novel graph kernel based SVM algorithm for image semantic retrieval

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Real world responses to interactive gesture based public displays

Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia
Patchwise scaling method for content-aware image resizing

Signal Processing
Saliency-directed color image interpolation using artificial neural network and particle swarm optimization

Journal of Visual Communication and Image Representation
Model based selection and classification of local features for recognition using gabor filters

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Integrating low-level and semantic visual cues for improved image-to-video experiences

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
The eigen-transform and applications

ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Artificial potential functions based camera movements and visual behaviors in attentive robots

Autonomous Robots
Interactive imitation learning of object movement skills

Autonomous Robots
Saliency from hierarchical adaptation through decorrelation and variance normalization

Image and Vision Computing
Extracting moving / static objects of interest in video

PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Performance characterization in computer vision: the role of visual cognition theory

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Generic solution for image object recognition based on vision cognition theory

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Cooperative aspects of selective attention

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Low-Level cursive word representation based on geometric decomposition

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Model performance for visual attention in real 3d color scenes

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Object shape extraction based on the piecewise linear skeletal representation

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Automatic salient-object extraction using the contrast map and salient points

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Salient region detection using weighted feature maps based on the human visual attention model

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Parametric sensitivity and scalability of k-winners-take-all networks with a single state variable and infinity-gain activation functions

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
Frequency spectrum modification: a new model for visual saliency detection

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Inherent limitations of visual search and the role of inner-scene similarity

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Learning of position-invariant object representation across attention shifts

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Combining conspicuity maps for hROIs prediction

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Modeling attention: from computational neuroscience to computer vision

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
TarzaNN: a general purpose neural network simulator for visual attention modeling

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Visual attention for object recognition in spatial 3d data

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
A visual attention-based approach for automatic landmark selection and recognition

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Biologically motivated visual selective attention for face localization

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Accumulative computation method for motion features extraction in active selective visual attention

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Shared gaze in remote spoken hri during distributed military operation

HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Levels of embodiment: linguistic analyses of factors influencing hri

HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Modelling Shared Attention Through Relational Reinforcement Learning

Journal of Intelligent and Robotic Systems
Global salient information maximization for saliency detection

Image Communication
Action recognition via bio-inspired features: The richness of center-surround interaction

Computer Vision and Image Understanding
Salience-preserving image composition with luminance consistency

IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Applying preattentive visual guidance in document image analysis

IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
A novel hierarchical model of attention: maximizing information acquisition

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Visual saliency based on conditional entropy

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Categorization of multiple objects in a scene without semantic segmentation

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
A data-driven paradigm to understand multimodal communication in human-human and human-robot interaction

IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
ROI-based medical image retrieval using human-perception and MPEG-7 visual descriptors

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
A method to construct an importance map of an image using the saliency map model and eye movement analysis

Proceedings of the Symposium on Eye Tracking Research and Applications
Multi-mode saliency dynamics model for analyzing gaze and attention

Proceedings of the Symposium on Eye Tracking Research and Applications
Incorporating visual field characteristics into a saliency map

Proceedings of the Symposium on Eye Tracking Research and Applications
Context-Aware Semi-Local Feature Detector

ACM Transactions on Intelligent Systems and Technology (TIST)
Guiding eye movements for better communication and augmented vision

PIT'06 Proceedings of the 2006 international tutorial and research conference on Perception and Interactive Technologies
Visual attention in auditory display

PIT'06 Proceedings of the 2006 international tutorial and research conference on Perception and Interactive Technologies
Automatic selection and detection of visual landmarks using multiple segmentations

PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
A color saliency model for salient objects detection in natural scenes

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Visual saliency based object tracking

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Sparse coding image denoising based on saliency map weight

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A saliency detection model based on local and global kernel density estimation

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Saliency detection based on scale selectivity of human visual system

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Bio-inspired visual saliency detection and its application on image retargeting

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
A decision theoretic approach to motion saliency in computer animations

MIG'11 Proceedings of the 4th international conference on Motion in Games
Attention prediction in egocentric video using motion and visual saliency

PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Temporal Spectral Residual for fast salient motion detection

Neurocomputing
Proposing a CNN based architecture of mid-level vision for feeding the WHERE and WHAT pathways in the brain

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Schelling points on 3D surface meshes

ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
The rules of guidance in visual search

PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Modulating Shape Features by Color Attention for Object Recognition

International Journal of Computer Vision
CogTool-Explorer: a model of goal-directed user exploration that considers information layout

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Increasing the security of gaze-based cued-recall graphical passwords using saliency masks

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Accelerating neuromorphic vision algorithms for recognition

Proceedings of the 49th Annual Design Automation Conference
Perception-oriented video coding based on image analysis and completion: A review

Image Communication
Spatial pooling for measuring color printing quality attributes

Journal of Visual Communication and Image Representation
A hierarchical Bayesian framework for multimodal active perception

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
A dynamic saliency attention model based on local complexity

Digital Signal Processing
A saliency map based on sampling an image into random rectangular regions of interest

Pattern Recognition
A novel nonparametric approach for saliency detection using multiple features

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
GravNav: using a gravity model for multi-scale navigation

Proceedings of the International Working Conference on Advanced Visual Interfaces
Salient object detection using content-sensitive hypergraph representation and partitioning

Pattern Recognition
Combining visual attention model with multi-instance learning for tag ranking

Neurocomputing
What Are You Looking at?

International Journal of Computer Vision
Robust Image Retargeting via Axis-Aligned Deformation

Computer Graphics Forum
Interactive Self-Organizing Windows

Computer Graphics Forum
Video saliency detection with robust temporal alignment and local-global spatial contrast

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Sketches by Paul the robot

CAe '12 Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging
Evaluating visual aesthetics in photographic portraiture

CAe '12 Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging
Learning where to attend with deep architectures for image tracking

Neural Computation
Empirical mode decomposition for saliency detection

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Evaluating the human ongoing visual search performance by eye tracking application and sequencing tests

Computer Methods and Programs in Biomedicine
Adaptive display power management for OLED displays

Proceedings of the first ACM international workshop on Mobile gaming
Saliency-Driven tactile effect authoring for real-time visuotactile feedback

EuroHaptics'12 Proceedings of the 2012 international conference on Haptics: perception, devices, mobility, and communication - Volume Part I
Special Section on CANS: Ray prioritization using stylization and visual saliency

Computers and Graphics
Audio-visual localization with hierarchical topographic maps: Modeling the superior colliculus

Neurocomputing
Biologically motivated local contextual modulation improves low-level visual feature representations

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Salient pixels and dimensionality reduction for display of multi/hyperspectral images

ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
How real is real enough? optimal reality sampling for fast recognition of mobile imagery

ACM Transactions on Applied Perception (TAP)
Automatic stylistic manga layout

ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Non-local spatial redundancy reduction for bottom-up saliency estimation

Journal of Visual Communication and Image Representation
Towards standardization of metrics for evaluation of artificial visual attention

Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop
Adaptive display power management for OLED displays

ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
Multi-operator image retargeting with automatic integration of direct and indirect seam carving

Image and Vision Computing
SHREC'10 track: feature detection and description

EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Fast seam carving with strip constraints

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Scene collages and flexible camera arrays

EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
Directing gaze in 3D models with stylized focus

EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Rendering on demand

EG PGV'06 Proceedings of the 6th Eurographics conference on Parallel Graphics and Visualization
Hybridization of DCTune and psycho-visual saliency model to improve security and capacity in DCT based image watermarking

Proceedings of the Fifth International Conference on Security of Information and Networks
Spatial pooling of heterogeneous features for image applications

Proceedings of the 20th ACM international conference on Multimedia
Scale-adaptive segmentation and recognition of individual trees based on LiDAR data

ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Video saliency detection in the compressed domain

Proceedings of the 20th ACM international conference on Multimedia
A method for detecting salient regions using integrated features

Proceedings of the 20th ACM international conference on Multimedia
Enhancing visual dominance by semantics-preserving image recomposition

Proceedings of the 20th ACM international conference on Multimedia
Towards relevance and saliency ranking of image tags

Proceedings of the 20th ACM international conference on Multimedia
Touch saliency

Proceedings of the 20th ACM international conference on Multimedia
Detecting rule of simplicity from photos

Proceedings of the 20th ACM international conference on Multimedia
Modeling video viewing behaviors for viewer state estimation

Proceedings of the 20th ACM international conference on Multimedia
Visual appearance of display ads and its effect on click through rate

Proceedings of the 21st ACM international conference on Information and knowledge management
Multi-spectral saliency detection

Pattern Recognition Letters
Hierarchical Narrative Collage For Digital Photo Album

Computer Graphics Forum
Biologically inspired task oriented gist model for scene classification

Computer Vision and Image Understanding
Contextual cropping and scaling of TV productions

Multimedia Tools and Applications
Brain-enhanced synergistic attention (BESA)

Proceedings of the 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction
Tracking the saliency features in images based on human observation statistics

MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Synthesizing image representations of linguistic and topological features for predicting areas of attention

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Saliency filtering of SIFT detectors: application to CBIR

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Learning to recognize daily actions using gaze

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Depth matters: influence of depth cues on visual saliency

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Quaternion-Based spectral saliency detection for eye fixation prediction

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Salient object detection: a benchmark

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Geodesic saliency using background priors

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Space-variant descriptor sampling for action recognition based on saliency and eye movements

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Saliency modeling from image histograms

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
GPS-based multi-viewpoint integration for anticipative scene analysis

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
The role of facial regions in evaluating social dimensions

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
VEA 2012: Automatic path generation for terrain navigation

Computers and Graphics
Technical Section: Aesthetic photo composition by optimal crop-and-warp

Computers and Graphics
Visual saliency detection with center shift

Neurocomputing
Optimized keyframe extraction for 3D character animations

Computer Animation and Virtual Worlds
Tracking natural trails with swarm-based visual saliency

Journal of Field Robotics
A salience-based quality metric for visualization

EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
A novel video salient object extraction method based on visual attention

Image Communication
Two-layer average-to-peak ratio based saliency detection

Image Communication
Salient object detection using a fuzzy theoretic approach

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
How do warm colors affect visual attention?

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Image retargeting using controlled shrinkage

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
The linear space of all images smaller than 32x32

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Implementation of face selective attention model on an embedded system

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Learning visual saliency based on object's relative relationship

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Image retrieval by content based on a visual attention model and genetic algorithms

SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Image and video saliency models improvement by blur identification

ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Similar region contrast based salient object detection

CVM'12 Proceedings of the First international conference on Computational Visual Media
A shape enhancement technique based on multi-channel salience measure

CVM'12 Proceedings of the First international conference on Computational Visual Media
Global contrast of superpixels based salient region detection

CVM'12 Proceedings of the First international conference on Computational Visual Media
Bayesian modeling of visual attention

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
A real-time, event-driven neuromorphic system for goal-directed attentional selection

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Salient object detection: From pixels to segments

Image and Vision Computing
Web-enhanced object category learning for domestic robots

Intelligent Service Robotics
Objective and subjective evaluation of static 3D mesh compression

Image Communication
Visual attention modeling based on short-term environmental adaption

Journal of Visual Communication and Image Representation
A Novel Detection Method of Paper Defects Based on Visual Attention Mechanism

International Journal of Advanced Pervasive and Ubiquitous Computing
Saliency maps of high dynamic range images

ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
How to measure the relevance of a retargeting approach?

ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
A Computational Learning Theory of Active Object Recognition Under Uncertainty

International Journal of Computer Vision
Leveraging exemplar and saliency model for image search reranking

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Top-Down saliency by multi-scale contextual pooling

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Just noticeable difference for 3d images with depth saliency

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Action segmentation in dance videos

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
A brain-inspired computational model of emotion and attention interaction

BI'12 Proceedings of the 2012 international conference on Brain Informatics
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds

International Journal of Computer Vision
Causes and subjective evaluation of blurriness in video frames

Image Communication
Video abstraction based on the visual attention model and online clustering

Image Communication
Learning saliency-based visual attention: A review

Signal Processing
A comprehensive study on learning to rank for content-based image retrieval

Signal Processing
Best view methods suitability for different types of objects

Proceedings of the 28th Spring Conference on Computer Graphics
Global optimization in discretized parameter space for predefined object segmentation

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Visual attention with contextual saliencies of a scene

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Measuring the attentional effect of the bottom-up saliency map of natural images

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Enhanced representation and multi-task learning for image annotation

Computer Vision and Image Understanding
Mining spatiotemporal video patterns towards robust action retrieval

Neurocomputing
Information-Based scale saliency methods with wavelet sub-band energy density descriptors

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
HTRI: High time range imaging

Journal of Visual Communication and Image Representation
A novel H.264 rate control algorithm with consideration of visual attention

Multimedia Tools and Applications
Algorithms for photo book authoring

Pattern Recognition and Image Analysis
A multi-level depiction method for painterly rendering based on visual perception cue

Multimedia Tools and Applications
Visual tracking by proto-objects

Pattern Recognition
A model of analogue K-winners-take-all neural circuit

Neural Networks
Using the saliency-based model to design a digital archaeological game to motivate players' intention to visit the digital archives of Taiwan's natural science museum

Computers & Education
Neural-swarm visual saliency for path following

Applied Soft Computing
Fast saliency-aware multi-modality image fusion

Neurocomputing
Saliency detection using joint spatial-color constraint and multi-scale segmentation

Journal of Visual Communication and Image Representation
Intelligent interactive multimedia system: layered ontological video contexts in a folksonomy driven environment

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Contextifier: automatic generation of annotated stock visualizations

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Salient object detection via color contrast and color distribution

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Adaptive unsupervised multi-view feature selection for visual concept recognition

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Video co-segmentation

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Spatiotemporal salience via centre-surround comparison of visual spacetime orientations

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Dynamic saliency models and human attention: a comparative study on videos

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Fusing warping, cropping, and scaling for optimal image thumbnail generation

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Temporal saliency for fast motion detection

ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Magnitude Sensitive Competitive Learning

Neurocomputing
Saliency aware display power management

Proceedings of the Conference on Design, Automation and Test in Europe
Framework for reliable, real-time facial expression recognition for low resolution images

Pattern Recognition Letters
Virtual photograph based saliency analysis of high dynamic range images

Proceedings of the Symposium on Computational Aesthetics
Accelerators for biologically-inspired attention and recognition

Proceedings of the 50th Annual Design Automation Conference
Visual saliency detection using information divergence

Pattern Recognition
Optimal contrast based saliency detection

Pattern Recognition Letters
Culture influence on aesthetic perception of Chinese and western paintings: evidence from eye movement patterns

Proceedings of the 6th International Symposium on Visual Information Communication and Interaction
FOCUS: a usable & effective approach to OLED display power management

Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Rapid vehicle logo region detection based on information theory

Computers and Electrical Engineering
Special Section on Expressive Graphics: Portrait drawing by Paul the robot

Computers and Graphics
Visual saliency and terminology extraction for document annotation

Proceedings of the 2013 ACM symposium on Document engineering
Object-of-interest extraction based on sparse coding

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Detection of static salient objects based on visual attention and edge features

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Personalized image recommendation and retrieval via latent SVM based model

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Camouflage texture evaluation using saliency map

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Automatic pencil drawing generation using saliency map

Proceedings of the ACM Symposium on Applied Perception
A critical review of selective attention: an interdisciplinary perspective

Artificial Intelligence Review
Representational image generation for 3D objects

The Visual Computer: International Journal of Computer Graphics
Mesh saliency with global rarity

Graphical Models
Indoor scene recognition by a mobile robot through adaptive object detection

Robotics and Autonomous Systems
An edge detection with automatic scale selection approach to improve coherent visual attention model

Pattern Recognition Letters
Scale and Object Aware Image Thumbnailing

International Journal of Computer Vision
Feasibility of computational estimation of task-oriented visual attention

AUIC '12 Proceedings of the Thirteenth Australasian User Interface Conference - Volume 126
Steganography in coloured images using wavelet domain-based saliency map

International Journal of Information and Computer Security
Stochastic bottom-up fixation prediction and saccade generation

Image and Vision Computing
From visual patterns to semantic description: A cognitive approach using artificial curiosity as the foundation

Pattern Recognition Letters
Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method

Neurocomputing
Predicting where we look from spatiotemporal gaps

Proceedings of the 15th ACM on International conference on multimodal interaction
Visual attention computational model using gabor decomposition and 2d entropy

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Attention selection using global topological properties based on pulse coupled neural network

Computer Vision and Image Understanding
Top-down attention based on object representation and incremental memory for knowledge building and inference

Neural Networks
Spatiotemporal saliency detection and salient region determination for H.264 videos

Journal of Visual Communication and Image Representation
Adaptive all-season image tag ranking by saliency-driven image pre-classification

Journal of Visual Communication and Image Representation
Discriminative two-level feature selection for realistic human action recognition

Journal of Visual Communication and Image Representation
Saliency-Based region log covariance feature for image copy detection

IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Multiscale discriminant saliency for visual attention

ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
Mesh saliency via spectral processing

ACM Transactions on Graphics (TOG)
An approach to optimal text placement on images

EPCE'13 Proceedings of the 10th international conference on Engineering Psychology and Cognitive Ergonomics: understanding human cognition - Volume Part I
Visual saliency guided video compression algorithm

Image Communication
Technical Section: Topological saliency

Computers and Graphics
Selection of a best metric and evaluation of bottom-up visual saliency models

Image and Vision Computing
Saliency-maximized audio visualization and efficient audio-visual browsing for faster-than-real-time human acoustic event detection

ACM Transactions on Applied Perception (TAP)
Letters: Background contrast based salient region detection

Neurocomputing
MultiMosaic: simultaneous visualization of multiple images for near and far viewers using image mosaic and saliency map

SIGGRAPH Asia 2013 Technical Briefs
Multi-spectral dataset and its application in saliency detection

Computer Vision and Image Understanding
3D dental biometrics: Alignment and matching of dental casts for human identification

Computers in Industry
Audio-adaptive animation from still image

Transactions on Computational Science XIX
Airborne Vision-Based Navigation Method for UAV Accuracy Landing Using Infrared Lamps

Journal of Intelligent and Robotic Systems
Tagging-by-search: automatic image region labeling using gaze information obtained from image search

Proceedings of the 19th international conference on Intelligent User Interfaces
GPU video retargeting with parallelized SeamCrop

Proceedings of the 5th ACM Multimedia Systems Conference
Saliency detection using centroid weight map

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Modeling of human attention based on analysis of magic

Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction
Superpixel based color contrast and color distribution driven salient object detection

Image Communication
Tag-Saliency: Combining bottom-up and top-down information for saliency detection

Computer Vision and Image Understanding
Detecting, segmenting and tracking unknown objects using multi-label MRF inference

Computer Vision and Image Understanding
A novel approach to combine features for salient object detection using constrained particle swarm optimization

Pattern Recognition
Salient object detection via local saliency estimation and global homogeneity refinement

Pattern Recognition
Automatic detection of auditory salience with optimized linear filters derived from human annotation

Pattern Recognition Letters
Abrupt motion tracking using a visual saliency embedded particle filter

Pattern Recognition
Constraining image object search by multi-scale spectral residue analysis

Pattern Recognition Letters
SWVFS: a saliency weighted visual feature similarity metric for image quality assessment

Frontiers of Computer Science: Selected Publications from Chinese Universities
Saliency detection based on integrated features

Neurocomputing
Integration of the saliency-based seed extraction and random walks for image segmentation

Neurocomputing
Top-Down Saliency Detection via Contextual Pooling

Journal of Signal Processing Systems
A New Framework for Multiscale Saliency Detection Based on Image Patches

Neural Processing Letters
Oscillation analysis for salient object detection

Multimedia Tools and Applications
Salient object detection based on regions

Multimedia Tools and Applications
Branch&Rank for Efficient Object Detection

International Journal of Computer Vision
Tone mapping based HDR compression: Does it affect visual experience?

Image Communication
Learning to resize image

Neurocomputing
Efficient implementation of data flow graphs on multi-gpu clusters

Journal of Real-Time Image Processing
A machine learning based intelligent vision system for autonomous object detection and recognition

Applied Intelligence
A system to support attention allocation: Development and application

Web Intelligence and Agent Systems
Research of online detection of strip misalignment and wrinkling

International Journal of Wireless and Mobile Computing
Ensemble dictionary learning for saliency detection

Image and Vision Computing
Saliency detection in computer rendered images based on object-level contrast

Journal of Visual Communication and Image Representation
Mimicking visual searching with integrated top down cues and low-level features

Neurocomputing
Saliency-guided improvement for hand posture detection and recognition

Neurocomputing
METAL: A framework for mixture-of-experts task and attention learning

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Visual attention mechanism for a social robot

Applied Bionics and Biomechanics - Personal Care Robotics
Retina enhanced SURF descriptors for spatio-temporal concept detection

Multimedia Tools and Applications
Real-time image-based chinese ink painting rendering

Multimedia Tools and Applications
Color boosted visual saliency detection and its application to image classification

Multimedia Tools and Applications
Visual Saliency with Statistical Priors

International Journal of Computer Vision
Efficient region-of-interest scalable video coding with adaptive bit-rate control

Advances in Multimedia

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Abstract

A visual attention system, inspired by the behavior and the neuronal architecture of the early primate visual system, is presented. Multiscale image features are combined into a single topographical saliency map. A dynamical neural network then selects attended locations in order of decreasing saliency. The system breaks down the complex problem of scene understanding by rapidly selecting, in a computationally efficient manner, conspicuous locations to be analyzed in detail.