A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical mixtures of experts and the EM algorithm
Neural Computation
Pyramid-based texture analysis/synthesis
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Improved Boosting Algorithms Using Confidence-rated Predictions
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Information Retrieval
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Filtering, Segmentation, and Depth
Filtering, Segmentation, and Depth
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Probabilistic Multi-scale Model for Contour Completion Based on Image Statistics
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Parametric Distributional Clustering for Image Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
On Implementing Push-Relabel Method for the Maximum Flow Problem
Proceedings of the 4th International IPCO Conference on Integer Programming and Combinatorial Optimization
Non-parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Stochastic completion fields: a neural model of illusory contour shape and salience
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Empirical Evaluation of Dissimilarity Measures for Color and Texture
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Corner Detection in Textured Color Images
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Evaluation strategies for image understanding and retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Online feature selection for pixel classification
ICML '05 Proceedings of the 22nd international conference on Machine learning
Selective visual attention enables learning and recognition of multiple objects in cluttered scenes
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
A Metric Approach to Vector-Valued Image Segmentation
International Journal of Computer Vision
Hypotheses for Image Features, Icons and Textons
International Journal of Computer Vision
On the Distribution of Saliency
IEEE Transactions on Pattern Analysis and Machine Intelligence
2006 Special Issue: Modeling attention to salient proto-objects
Neural Networks
Human Pose Estimation Using Partial Configurations and Probabilistic Regions
International Journal of Computer Vision
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Robust Image Segmentation Using Resampling and Shape Constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence
A biologically motivated multiresolution approach to contour detection
EURASIP Journal on Applied Signal Processing
Qualitative part-based models in content-based image retrieval
Machine Vision and Applications
Measures for Benchmarking of Automatic Correspondence Algorithms
Journal of Mathematical Imaging and Vision
Region saliency as a measure for colour segmentation stability
Image and Vision Computing
Groups of Adjacent Contour Segments for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic generation of consensus ground truth for the comparison of edge detection techniques
Image and Vision Computing
Learning Probabilistic Models for Contour Completion in Natural Images
International Journal of Computer Vision
Nonparametric Bayesian Image Segmentation
International Journal of Computer Vision
A new graph cut-based multiple active contour algorithm without initial contours and seed points
Machine Vision and Applications
An evaluation of area morphology scale-spaces for colour images
Computer Vision and Image Understanding
Unimodal thresholding for edge detection
Pattern Recognition
Image segmentation evaluation: A survey of unsupervised methods
Computer Vision and Image Understanding
An effective edge-directed frequency filter for removal of aliasing in upsampled images
Machine Graphics & Vision International Journal
An object-based comparative methodology for motion detection based on the F-Measure
Computer Vision and Image Understanding
Comparative study of contour detection evaluation criteria based on dissimilarity measures
Journal on Image and Video Processing - Regular
Object detection by global contour shape
Pattern Recognition
Segmentation of SBFSEM Volume Data of Neural Tissue by Hierarchical Classification
Proceedings of the 30th DAGM symposium on Pattern Recognition
Combination of Multiple Segmentations by a Random Walker Approach
Proceedings of the 30th DAGM symposium on Pattern Recognition
Comparing Local Feature Descriptors in pLSA-Based Image Models
Proceedings of the 30th DAGM symposium on Pattern Recognition
How Do Superpixels Affect Image Segmentation?
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Image segmentation algorithm development using ground truth image data sets
Computer Vision and Image Understanding
A general shape context framework for object identification
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Multi-stage Contour Based Detection of Deformable Objects
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Morphological segmentation on learned boundaries
Image and Vision Computing
A customized Gabor filter for unsupervised color image segmentation
Image and Vision Computing
A Proto-object Based Visual Attention Model
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Enhancing Boundary Primitives Using a Multiscale Quadtree Segmentation
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Contour Extraction Using Particle Filters
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
Automatic joint classification and segmentation of whole cell 3D images
Pattern Recognition
An intuitive model of perceptual grouping for HCI design
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Occlusion Boundaries from Motion: Low-Level Detection and Mid-Level Reasoning
International Journal of Computer Vision
Local detection of occlusion boundaries in video
Image and Vision Computing
IEICE - Transactions on Information and Systems
Learning Fast Emulators of Binary Decision Processes
International Journal of Computer Vision
Segmentation using Appearance of Mesostructure Roughness
International Journal of Computer Vision
Computer Vision and Image Understanding
Optimizing Gabor Filter Design for Texture Edge Detection and Classification
International Journal of Computer Vision
Detection of unexpected multi-part objects from segmented contour maps
Pattern Recognition
On the usefulness of supervised learning for vessel border detection in IntraVascular Imaging
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Highlight on a Feature Extracted at Fine Scales: The Pointwise Lipschitz Regularity
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
Evolution of a local boundary detector for natural images via genetic programming and texture cues
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Energy-Based Perceptual Segmentation Using an Irregular Pyramid
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Cue Integration for Urban Area Extraction in Remote Sensing Images
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Object boundary detection in images using a semantic ontology
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Comparison of Perceptual Grouping Criteria within an Integrated Hierarchical Framework
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Benchmarking Image Segmentation Algorithms
International Journal of Computer Vision
Learning static object segmentation from motion segmentation
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Selective visual attention enables learning and recognition of multiple objects in cluttered scenes
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Synergistic arc-weight estimation for interactive image segmentation using graphs
Computer Vision and Image Understanding
Colour, texture, and motion in level set based segmentation and tracking
Image and Vision Computing
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
An Instability Problem of Region Growing Segmentation Algorithms and Its Set Median Solution
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
Taking Fuzzy-Rough Application to Mars
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Evaluation of Segmentation Techniques Using Region Size and Boundary Information
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Image trimming via saliency region detection and iterative feature matching
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
New Riemannian techniques for directional and tensorial image data
Pattern Recognition
Solving the process of hysteresis without determining the optimal thresholds
Pattern Recognition
Towards cognitive image fusion
Information Fusion
Gradient histogram: Thresholding in a region of interest for edge detection
Image and Vision Computing
From Images to Shape Models for Object Detection
International Journal of Computer Vision
An Approach to the Parameterization of Structure for Fast Categorization
International Journal of Computer Vision
Complex wavelet structural similarity: a new image similarity index
IEEE Transactions on Image Processing
Active segmentation for robotics
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Appearance contrast for fast, robust trail-following
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
International Journal of Computer Vision
Unsupervised texture segmentation using multiple segmenters strategy
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Context-free detection of events
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Regularized data fusion improves image segmentation
Proceedings of the 29th DAGM conference on Pattern recognition
Perception-based image segmentation using the bounded irregular pyramid
Proceedings of the 29th DAGM conference on Pattern recognition
Learning a fast emulator of a binary decision process
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
A vision system for recognizing objects in complex real images
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Bottom-up recognition and parsing of the human body
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Generalizing edge detection to contour detection for image segmentation
Computer Vision and Image Understanding
Unsupervised colour image segmentation using dual-tree complex wavelet transform
Computer Vision and Image Understanding
Contour based object detection using part bundles
Computer Vision and Image Understanding
Performance measures for object detection evaluation
Pattern Recognition Letters
Interactive rotoscoping: extracting and tracking object sketch
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
A new methodology for evaluation of edge detectors
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Crowd counting and segmentation in visual surveillance
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Unsupervised texture segmentation using active contours driven by the Chernoff gradient flow
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Accurate semantic image labeling by fast geodesic propagation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Transactions on Image Processing
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation
IEEE Transactions on Image Processing
Detecting object boundaries using low-, mid-, and high-level information
Computer Vision and Image Understanding
Enabling scalable spectral clustering for image segmentation
Pattern Recognition
CO3 for ultra-fast and accurate interactive segmentation
Proceedings of the international conference on Multimedia
Fast interactive image segmentation by discriminative clustering
Proceedings of the 2010 ACM multimedia workshop on Mobile cloud media computing
Rule-based camerawork controller for automatic comic generation from game log
ICEC'10 Proceedings of the 9th international conference on Entertainment computing
From region based image representation to object discovery and recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Contour grouping by clustering with multi-feature similarity measure
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Simultaneous segmentation and figure/ground organization using angular embedding
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Optimal contour closure by superpixel grouping
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Object of interest detection by saliency learning
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Boundary detection using f-measure-, filter- and feature- (F3) boost
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
The quadratic-chi histogram distance family
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Occlusion boundary detection using pseudo-depth
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Finding semantic structures in image hierarchies using Laplacian graph energy
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Detecting faint curved edges in noisy images
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Object recognition using junctions
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Using partial edge contour matches for efficient object category localization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
ClassCut for unsupervised class segmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Figure-ground image segmentation helps weakly-supervised learning of objects
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Enhancing interactive image segmentation with automatic label set augmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Turbopixel segmentation using Eigen-images
IEEE Transactions on Image Processing
Review article: Edge and line oriented contour detection: State of the art
Image and Vision Computing
Edge detection in the feature space
Image and Vision Computing
Segmentation of crystalline lens in photorefraction video
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Recovering Occlusion Boundaries from an Image
International Journal of Computer Vision
Object category classification using occluding contours
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Region and edge-adaptive sampling and boundary completion for segmentation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
A novel method to look for the hysteresis thresholds for the Canny edge detector
Pattern Recognition
Learning spatio-temporal dependency of local patches for complex motion segmentation
Computer Vision and Image Understanding
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Object class segmentation using reliable regions
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Inference and Learning with Hierarchical Shape Models
International Journal of Computer Vision
Facilitating efficient Mars terrain image classification with fuzzy-rough feature selection
International Journal of Hybrid Intelligent Systems - Rough and Fuzzy Methods for Data Mining
Color texture image segmentation based on neutrosophic set and wavelet transformation
Computer Vision and Image Understanding
Adaptive human motion analysis and prediction
Pattern Recognition
Skeleton Search: Category-Specific Object Recognition and Segmentation Using a Skeletal Shape Model
International Journal of Computer Vision
Computational-geometry approach to digital image contour extraction
Transactions on computational science XIII
Detachable object detection with efficient model selection
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Alternating scheme for supervised parameter learning with application to image segmentation
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Evaluation of image segmentation algorithms from the perspective of salient region detection
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Automatic Detection of Object of Interest and Tracking in Active Video
Journal of Signal Processing Systems
A new perception-based segmentation approach using combinatorial pyramids
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Probabilistic models for robot-based object segmentation
Robotics and Autonomous Systems
Embedding Gestalt laws on conditional random field for image segmentation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
An interactive editing framework for electron microscopy image segmentation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
An evaluation of local interest regions for non-rigid object class recognition
Expert Systems with Applications: An International Journal
Evaluation of segmentation techniques using region area and boundary matching information
Journal of Visual Communication and Image Representation
Conflation of road network and geo-referenced image using sparse matching
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Colour texture segmentation using modelling approach
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Supervised texture detection in images
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Learning and incorporating top-down cues in image segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Contour-based object detection as dominant set computation
Pattern Recognition
Toward a unified probabilistic framework for object recognition and segmentation
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Waterfall segmentation of complex scenes
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Template-Based hand pose recognition using multiple cues
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
International Journal of Computer Vision
Object detection by contour segment networks
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Image segmentation using local spectral histograms and linear regression
Pattern Recognition Letters
Steerable semi-automatic segmentation of textured images
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Shadow removal in gradient domain
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Bayesian image segmentation using gaussian field priors
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
From ramp discontinuities to segmentation tree
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Comparing ensembles of learners: detecting prostate cancer from high resolution MRI
CVAMIA'06 Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis
Automatic image segmentation by positioning a seed
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Patch-Based texture edges and segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
A computational model for boundary detection
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
An accelerated human motion tracking system based on voxel reconstruction under complex environments
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Multicue graph mincut for image segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Semantic parsing of street scenes from video
International Journal of Robotics Research
Computer vision for fruit harvesting robots state of the art and challenges ahead
International Journal of Computational Vision and Robotics
A segmentation quality measure based on rich descriptors and classification methods
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Genetic programming for edge detection based on accuracy of each training image
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Arbitrary body segmentation in static images
Pattern Recognition
A cascade fusion scheme for gait and cumulative foot pressure image recognition
Pattern Recognition
A hybrid segmentation of abdominal CT images
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Shape-Based Object Detection via Boundary Structure Segmentation
International Journal of Computer Vision
Genetic programming for edge detection using blocks to extract features
Proceedings of the 14th annual conference on Genetic and evolutionary computation
MDS-based segmentation model for the fusion of contour and texture cues in natural images
Computer Vision and Image Understanding
Genetic programming for edge detection based on figure of merit
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision
A bio-inspired system for boundary detection in color natural scenes
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part II
Eigen combination of colour and texture informations for image segmentation
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
LS-SVM based image segmentation using color and texture information
Journal of Visual Communication and Image Representation
Evaluating a color-based active basis model for object recognition
Computer Vision and Image Understanding
Multi-spectral saliency detection
Pattern Recognition Letters
Image super-resolution by textural context constrained visual vocabulary
Image Communication
Color texture segmentation based on image pixel classification
Engineering Applications of Artificial Intelligence
A particle filter framework for contour detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Large scale visual geo-localization of images in mountainous terrain
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Evaluation of image segmentation quality by adaptive ground truth composition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
A new biologically inspired color image descriptor
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Learning-Based symmetry detection in natural images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Drawing an automatic sketch of deformable objects using only a few images
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Efficient closed-form solution to generalized boundary detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Supervised assessment of segmentation hierarchies
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Contour detection by CORF operator
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Quantitative error measures for edge detection
Pattern Recognition
Exploiting publicly available cartographic resources for aerial image analysis
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Ortho-image analysis for producing lane-level highway maps
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Multi-frequency transformation for edge detection
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Accurate subpixel edge location based on partial area effect
Image and Vision Computing
Fuzzy-rough feature selection aided support vector machines for Mars image classification
Computer Vision and Image Understanding
Automatic construction of invariant features using genetic programming for edge detection
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Figure of merit based fitness functions in genetic programming for edge detection
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Genetic programming for automatic construction of variant features in edge detection
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Automatic construction of gaussian-based edge detectors using genetic programming
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Task-oriented navigation algorithms for an outdoor environment with colored borders and obstacles
Intelligent Service Robotics
Multiscale edge detection based on Gaussian smoothing and edge tracking
Knowledge-Based Systems
Genetic programming for edge detection using multivariate density
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A Swarm Intelligence inspired algorithm for contour detection in images
Applied Soft Computing
Max-Margin regularization for reducing accidentalness in chamfer matching
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Grouping active contour fragments for object recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
A noise tolerant watershed transformation with viscous force for seeded image segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Cross anisotropic cost volume filtering for segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Computer Vision and Image Understanding
Species classification of aquatic plants using PSVM and ANFIS
Pattern Recognition and Image Analysis
SLEDGE: Sequential Labeling of Image Edges for Boundary Detection
International Journal of Computer Vision
Multiscale Symmetric Part Detection and Grouping
International Journal of Computer Vision
Break and conquer: efficient correlation clustering for image segmentation
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
On the impact of anisotropic diffusion on edge detection
Pattern Recognition
Multi-spectral dataset and its application in saliency detection
Computer Vision and Image Understanding
Efficient segmentation of leaves in semi-controlled conditions
Machine Vision and Applications
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
Accurate and robust localization of duplicated region in copy---move image forgery
Machine Vision and Applications
TouchCut: Fast image and video segmentation using single-touch interaction
Computer Vision and Image Understanding
Neurocomputing
Automatic objects segmentation with RGB-D cameras
Journal of Visual Communication and Image Representation
Genetic programming as strategy for learning image descriptor operators
Intelligent Data Analysis
Systematic skin segmentation: merging spatial and non-spatial data
Multimedia Tools and Applications
| Hi-index | 0.15 |
Abstract--The goal of this work is to accurately detect and localize boundaries in natural scenes using local image measurements. We formulate features that respond to characteristic changes in brightness, color, and texture associated with natural boundaries. In order to combine the information from these features in an optimal way, we train a classifier using human labeled images as ground truth. The output of this classifier provides the posterior probability of a boundary at each image location and orientation. We present precision-recall curves showing that the resulting detector significantly outperforms existing approaches. Our two main results are 1) that cue combination can be performed adequately with a simple linear model and 2) that a proper, explicit treatment of texture is required to detect boundaries in natural images.