Robot vision
Vector quantization and signal compression
Vector quantization and signal compression
Learning the distribution of object trajectories for event recognition
BMVC '95 Proceedings of the 6th British conference on Machine vision (Vol. 2)
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Monitoring Activities from Multiple Video Streams: Establishing a Common Coordinate Frame
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual Surveillance of Human Activity
ACCV '98 Proceedings of the Third Asian Conference on Computer Vision-Volume II
A Real-time Computer Vision System for Measuring Traffic Parameters
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Normalized Cuts and Image Segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Using Adaptive Tracking to Classify and Monitor Activities in a Site
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
W4: Who? When? Where? What? A Real Time System for Detecting and Tracking People
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Moving Target Classification and Tracking from Real-time Video
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
Image segmentation in video sequences: a probabilistic approach
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Monitoring Activities from Multiple Video Streams: Establishing a Common Coordinate Frame
IEEE Transactions on Pattern Analysis and Machine Intelligence
Jeremiah: the face of computer vision
Proceedings of the 2nd international symposium on Smart graphics
A Video-Based Drowning Detection System
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Tracking and Object Classification for Automated Surveillance
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Novelty Detection in Video Surveillance Using Hierarchical Neural Networks
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Establishing motion correspondence using extended temporal scope
Artificial Intelligence
Object Labelling from Human Action Recognition
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Recognition of Human Activity through Hierarchical Stochastic Learning
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
The CPR model for summarizing video
MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
Foreground object detection from videos containing complex background
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
DETER: detection of events for threat evaluation and recognition
Machine Vision and Applications
Multi-level background initialization using Hidden Markov Models
IWVS '03 First ACM SIGMM international workshop on Video surveillance
Computer vision techniques for PDA accessibility of in-house video surveillance
IWVS '03 First ACM SIGMM international workshop on Video surveillance
Tracking Multiple Humans in Complex Situations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contour-Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual contextualization and activity monitoring for networked telepresence
Proceedings of the 2004 ACM SIGMM workshop on Effective telepresence
Scheduling an active camera to observe people
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Track-based and object-based occlusion for people tracking refinement in indoor surveillance
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Human activity recognition for automatic visual surveillance of wide areas
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Real-time and accurate segmentation of moving objects in dynamic scene
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Privacy protecting data collection in media spaces
Proceedings of the 12th annual ACM international conference on Multimedia
Real-time audio-visual tracking for meeting analysis
Proceedings of the 6th international conference on Multimodal interfaces
Segmentation and Tracking of Multiple Moving Objects for Intelligent Video Analysis
BT Technology Journal
The priority curve algorithm for video summarization
Proceedings of the 2nd ACM international workshop on Multimedia databases
Using Interaction Signatures to Find and Label Chairs and Floors
IEEE Pervasive Computing
Moving Shadow Detection using a Combined Geometric and Color Classification Approach
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Assessing Temporal Coherence for Posture Classification with Large Occlusions
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Parametric tracking of legs by exploiting intelligent edge
Journal of Computer Science and Technology - Special issue on computer graphics and computer-aided design
Artificial Intelligence Review
The CPR Model for Summarizing Video
Multimedia Tools and Applications
Online Selection of Discriminative Tracking Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian Modeling of Dynamic Scenes for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A multi-criteria model for robust foreground extraction
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
An integrated architecture for surveillance and monitoring in an archaeological site
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
An object-based video coding framework for video sequences obtained from static cameras
Proceedings of the 13th annual ACM international conference on Multimedia
A Dynamic Conditional Random Field Model for Foreground and Shadow Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principal Axis-Based Correspondence between Multiple Cameras for People Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Beyond Tracking: Modelling Activity and Understanding Behaviour
International Journal of Computer Vision
Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences
International Journal of Computer Vision
Model Selection for Unsupervised Learning of Visual Context
International Journal of Computer Vision
Effective image and video mining: an overview of model-based approaches
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
A System for Learning Statistical Motion Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
ACM Computing Surveys (CSUR)
Unsupervised analysis of activity sequences using event-motifs
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Reliable background suppression for complex scenes
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Perceptive Middleware and Intelligent Agents Enhancing Service Autonomy in Smart Spaces
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Moving object tracking under varying illumination conditions
Pattern Recognition Letters
Similarity-based analysis for large networks of ultra-low resolution sensors
Pattern Recognition
Tracking hand and finger movements for behaviour analysis
Pattern Recognition Letters
A new motion detection algorithm based on Σ-Δ background estimation
Pattern Recognition Letters
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Conditional models for contextual human motion recognition
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
The priority curve algorithm for video summarization
Information Systems
Tracking hand and finger movements for behaviour analysis
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
On-line trajectory clustering for anomalous events detection
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
A Framework for Model-Based Tracking Experiments in Image Sequences
International Journal of Computer Vision
Real-time people localization and tracking through fixed stereo vision
Applied Intelligence
Reliability of motion features in surveillance videos
Integrated Computer-Aided Engineering - Performance Metrics for Intelligent Systems
Nonparametric background generation
Journal of Visual Communication and Image Representation
Automated Visual Surveillance in Realistic Scenarios
IEEE MultiMedia
Learning and Removing Cast Shadows through a Multidistribution Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Irregularities in Images and in Video
International Journal of Computer Vision
Resolving hand over face occlusion
Image and Vision Computing
Image-based multi-view scene analysis using 'conexels'
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Flexible test-bed for unusual behavior detection
Proceedings of the 6th ACM international conference on Image and video retrieval
Properties of orthogonal Gaussian-Hermite moments and their applications
EURASIP Journal on Applied Signal Processing
Robust recognition and segmentation of human actions using HMMs with missing observations
EURASIP Journal on Applied Signal Processing
Robust background subtraction with foreground validation for urban traffic video
EURASIP Journal on Applied Signal Processing
Customizing multiprocessor implementation of an automated video surveillance system
EURASIP Journal on Embedded Systems
Mixed-state models for nonstationary multiobject activities
EURASIP Journal on Applied Signal Processing
Multi-agent framework in visual sensor networks
EURASIP Journal on Applied Signal Processing
DOTS: support for effective video surveillance
Proceedings of the 15th international conference on Multimedia
Audio---Video based People Counting and Security Framework for Traffic Crossings
Journal of VLSI Signal Processing Systems
Non-overlapping Distributed Tracking System Utilizing Particle Filter
Journal of VLSI Signal Processing Systems
Spectral clustering with eigenvector selection
Pattern Recognition
Enhanced tracking and recognition of moving objects by reasoning about spatio-temporal continuity
Image and Vision Computing
Bayesian object extraction from uncalibrated image pairs
Image Communication
Occlusion analysis: Learning and utilising depth maps in object tracking
Image and Vision Computing
A General Method for Sensor Planning in Multi-Sensor Systems: Extension to Random Occlusion
International Journal of Computer Vision
A new video segmentation method of moving objects based on blob-level knowledge
Pattern Recognition Letters
Representation of occurrences for road vehicle traffic
Artificial Intelligence
Understanding human intentions via hidden markov models in autonomous mobile robots
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction
A fast accumulative motion orientation model based on integral image for video smoke detection
Pattern Recognition Letters
International Journal of Intelligent Systems Technologies and Applications
Activity based surveillance video content modelling
Pattern Recognition
Searching in space and time: a system for forensic analysis of large video repositories
Proceedings of the 1st international conference on Forensic applications and techniques in telecommunications, information, and multimedia and workshop
A novel background updating algorithm based on the logical relationship
SSIP'07 Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing
An Embedded Real-Time Surveillance System: Implementation and Evaluation
Journal of Signal Processing Systems
Machine Graphics & Vision International Journal
Incremental, scalable tracking of objects inter camera
Computer Vision and Image Understanding
HECOL: Homography and epipolar-based consistent labeling for outdoor park surveillance
Computer Vision and Image Understanding
Incremental and adaptive abnormal behaviour detection
Computer Vision and Image Understanding
Detection and tracking of humans and faces
Journal on Image and Video Processing - Regular
Multi-camera indoor video processing for context awareness
Proceedings of the 3rd international conference on Mobile multimedia communications
Boosted string representation and its application to video surveillance
Pattern Recognition
First response communication sandbox
Proceedings of the 11th communications and networking simulation symposium
Bilateral learning for color-based tracking
Image and Vision Computing
Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
International Journal of Computer Vision
Person tracking for ambient camera selection in complex sports environments
Proceedings of the 3rd international conference on Digital Interactive Media in Entertainment and Arts
Extraction and temporal segmentation of multiple motion trajectories in human motion
Image and Vision Computing
Reconfigurable hardware implementation of a fast and efficient motion detection algorithm
MMACTEE'08 Proceedings of the 10th WSEAS International Conference on Mathematical Methods and Computational Techniques in Electrical Engineering
Machine Vision and Applications
Object matching in disjoint cameras using a color transfer approach
Machine Vision and Applications
Machine Vision and Applications
Segmentation of Moving Objects with Information Feedback Between Description Levels
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks
GeoSensor Networks
Multi-person Tracking Strategies Based on Voxel Analysis
Multimodal Technologies for Perception of Humans
The AIT 2D Face Detection and Tracking System for CLEAR 2007
Multimodal Technologies for Perception of Humans
The AIT Outdoor Tracker for Vehicles and Pedestrians in CLEAR2007
Multimodal Technologies for Perception of Humans
Objective Evaluation of Pedestrian and Vehicle Tracking on the CLEAR Surveillance Dataset
Multimodal Technologies for Perception of Humans
A Local Discriminative Model for Background Subtraction
Proceedings of the 30th DAGM symposium on Pattern Recognition
A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Modelling Scenes Using the Activity within Them
Proceedings of the international conference on Spatial Cognition VI: Learning, Reasoning, and Talking about Space
A Dipolar Competitive Neural Network for Video Segmentation
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
Automated construction activity monitoring system
Advanced Engineering Informatics
Shape from inconsistent silhouette
Computer Vision and Image Understanding
Motion detection using Fourier image reconstruction
Pattern Recognition Letters
Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
Optimising dynamic graphical models for video content analysis
Computer Vision and Image Understanding
Determining activity patterns in retail spaces through video analysis
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A set theoretical method for video synopsis
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Dynamic Selection of Characteristics for Feature Based Image Sequence Stabilization
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
An architecture for a self configurable video supervision
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Scene modeling and change detection in dynamic scenes: A subspace approach
Computer Vision and Image Understanding
Linguistic summarization of video for fall detection using voxel person and fuzzy logic
Computer Vision and Image Understanding
Robust multimodal audio---visual processing for advanced context awareness in smart spaces
Personal and Ubiquitous Computing
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Navigational strategies in behaviour modelling
Artificial Intelligence
Shadow Removal Method for Real-Time Extraction of Moving Objects
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Difference of Gaussian Edge-Texture Based Background Modeling for Dynamic Traffic Conditions
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
A Visual Tracking Framework for Intent Recognition in Videos
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Covariance Matrices for Crowd Behaviour Monitoring on the Escalator Exits
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Detecting motion patterns via direction maps with application to surveillance
Computer Vision and Image Understanding
Unsupervised view and rate invariant clustering of video sequences
Computer Vision and Image Understanding
A Unified Hierarchical Appearance Model for People Re-identification Using Multi-view Vision Sensors
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Analysis of Human Actions for Video Indexing
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Target Counting under Minimal Sensing: Complexity and Approximations
Algorithmic Aspects of Wireless Sensor Networks
Multiview trajectory mapping using homography with lens distortion correction
Journal on Image and Video Processing - Regular
Unusual human behavior recognition using evolutionary technique
Computers and Industrial Engineering
FPGA-Based Anomalous Trajectory Detection Using SOFM
ARC '09 Proceedings of the 5th International Workshop on Reconfigurable Computing: Architectures, Tools and Applications
Detecting Abnormal Events via Hierarchical Dirichlet Processes
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A novel robust background modeling algorithm for complex natural scenes
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
A new multimedia information data mining method
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Review: Ambient intelligence: Technologies, applications, and opportunities
Pervasive and Mobile Computing
Frontal-view gait recognition by intra- and inter-frame rectangle size distribution
Pattern Recognition Letters
Joint trajectory tracking and recognition based on bi-directional nonlinear learning
Image and Vision Computing
View-independent human motion classification using image-based reconstruction
Image and Vision Computing
Understanding dynamic scenes based on human sequence evaluation
Image and Vision Computing
Learning complex background by multi-scale discriminative model
Pattern Recognition Letters
Detection of moving objects using incremental connectivity outlier factor algorithm
Proceedings of the 47th Annual Southeast Regional Conference
Where and Who? Person Tracking and Recognition System
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Motion detection in complex environments by genetic programming
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Descriptive temporal template features for visual motion recognition
Pattern Recognition Letters
A Robust Technique for Background Subtraction and Shadow Elimination in Traffic Video Sequence
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
A novel sequence representation for unsupervised analysis of human activities
Artificial Intelligence
Abnormal Behavior Recognition Using Self-Adaptive Hidden Markov Models
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Primitive Based Action Representation and Recognition
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Sputnik Tracker: Having a Companion Improves Robustness of the Tracker
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Annotating smart environment sensor data for activity learning
Technology and Health Care - Smart Environments: Technology to Support Healthcare
Determination of Gender and Age Based on Pattern of Human Motion Using AdaBoost Algorithms
Proceedings of the FIRA RoboWorld Congress 2009 on Advances in Robotics
ACM SIGGRAPH Asia 2009 papers
Detecting stochastically scheduled activities in video
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Short-term audio-visual atoms for generic video concept classification
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Real Time Foreground-Background Segmentation Using a Modified Codebook Model
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
A model change detection approach to dynamic scene modeling
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Virtual Boundary Crossing Detection without Explicit Object Tracking
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Analysis of Time-multiplexed Security Videos
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Robust Surveillance on Compressed Video: Uniform Performance from High to Low Bitrates
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Contradiction and Correlation for Camera Overlap Estimation
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Cooperative Object Tracking and Event Detection with Wireless Smart Cameras
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Real-Time Moving Object Detection for Video Surveillance
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
International Journal of Robotics Research
Journal of Visual Communication and Image Representation
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
Carried object detection using ratio histogram and its application to suspicious event analysis
IEEE Transactions on Circuits and Systems for Video Technology
Proceedings of the ACM International Conference on Image and Video Retrieval
Incremental learning of statistical motion patterns with growing hidden Markov models
IEEE Transactions on Intelligent Transportation Systems
Audio-visual active speaker tracking in cluttered indoors environments
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
View-independent behavior analysis
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Modeling human activity from voxel person using fuzzy logic
IEEE Transactions on Fuzzy Systems
Independent component analysis-based background subtraction for indoor surveillance
IEEE Transactions on Image Processing
The use of vanishing point for the classification of reflections from foreground mask in videos
IEEE Transactions on Image Processing
International Journal of Web and Grid Services
Global Intensity Correction in Dynamic Scenes
International Journal of Computer Vision
Pedestrian Identification with Distance Transform and Hierarchical Search Tree
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
CCTV Video Analytics: Recent Advances and Limitations
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Learning Motion Detectors by Genetic Programming
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Codebook-Based Background Subtraction to Generate Photorealistic Avatars in a Walkthrough Simulator
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Learning Higher-Order Markov Models for Object Tracking in Image Sequences
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Unsupervised Video Analysis for Counting of Wood in River during Floods
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Separation of Professional and Amateur Video in Large Video Collections
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
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
A vision-based architecture for long-term human-robot interaction
IASTED-HCI '07 Proceedings of the Second IASTED International Conference on Human Computer Interaction
Spatial-temporal nonparametric background subtraction in dynamic scenes
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Multiscale background modelling and segmentation
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Efficient wavelet based detection of moving objects
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Unsupervised object of interest discovery in multi-view video sequence
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Multiple object tracking for fall detection in real-time surveillance system
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Active-learning assisted self-reconfigurable activity recognition in a dynamic environment
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Moving object segmentation by background subtraction and temporal analysis
Image and Vision Computing
A Study on Smoothing for Particle-Filtered 3D Human Body Tracking
International Journal of Computer Vision
Human behavior analysis based on a new motion descriptor
IEEE Transactions on Circuits and Systems for Video Technology
Video condensation by ribbon carving
IEEE Transactions on Image Processing
Video monitoring of slope failure using spatiotemporal Gabor filtering
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A panoramic vision system for human-robot interaction
Proceedings of the 5th ACM/IEEE international conference on Human-robot interaction
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
Coping with multiple residents in a smart environment
Journal of Ambient Intelligence and Smart Environments
Foreground/background segmentation with learned dictionary
ASMCSS'09 Proceedings of the 3rd International Conference on Applied Mathematics, Simulation, Modelling, Circuits, Systems and Signals
RVM-based human action classification in crowd through projection and star skeletonization
Journal on Image and Video Processing - Special issue on video-based modeling, analysis, and recognition of human motion
Real time classification and tracking of multiple vehicles in highways
Pattern Recognition Letters
Event detection for intelligent car park video surveillance
Real-Time Imaging
Human silhouette extraction method using region based background subtraction
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
3D audiovisual person tracking using Kalman filtering and information theory
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
UPC audio, video and multimodal person tracking systems in the clear evaluation campaign
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
2D person tracking using Kalman filtering and adaptive background learning in a feedback loop
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
The AIT outdoors tracking system for pedestrians and vehicles
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Multiple vehicle tracking in surveillance videos
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Mixture models based background subtraction for video surveillance applications
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Foreground and shadow detection based on conditional random field
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Tracking of vehicle trajectory by combining a camera and a laser rangefinder
Machine Vision and Applications
Approximation-free running SVD and its application to motion detection
Pattern Recognition Letters
Improved background mixture models for video surveillance applications
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Finding camera overlap in large surveillance networks
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
A double layer background model to detect unusual events
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Joint domain-range modeling of dynamic scenes with adaptive kernel bandwidth
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Geometrical scene analysis using co-motion statistics
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Scene context modeling for foreground detection from a scene in remote monitoring
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
A vision-based architecture for intent recognition
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
A genetic approach to training support vector data descriptors for background modeling in video data
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Dynamic feature cascade for multiple object tracking with trackability analysis
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Detection and classification of human movements in video scenes
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Σ-Δ background subtraction and the Zipf law
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
PriSurv: privacy protected video surveillance system using adaptive visual abstraction
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Scene modelling and classification using learned spatial relations
COSIT'09 Proceedings of the 9th international conference on Spatial information theory
A depth extraction method based on motion and geometry for 2D to 3D conversion
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Growing competitive network for tracking objects in video sequences
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Music playlist generation by assimilating GMMs into SOMs
Pattern Recognition Letters
Depth perceptual region-of-interest based multiview video coding
Journal of Visual Communication and Image Representation
Optimal wavelet differencing method for robust motion detection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Shadow detection in video surveillance by maximizing agreement between independent detectors
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A global probabilistic framework for the foreground, background and shadow classification task
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multl-resolution background subtraction for dynamic scenes
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Neighboring image patches embedding for background modeling
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Motion detection: fast and robust algorithms for embedded systems
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Better computer vision under video compression, an example using mean shift tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Abnormal crowd motion analysis
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Patch-based background initialization in heavily cluttered video
IEEE Transactions on Image Processing
Segmentation of human body parts using deformable triangulation
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
IEEE Transactions on Intelligent Transportation Systems
Audio-visual atoms for generic video concept classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Fast forensic video event retrieval using geospatial computing
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application
Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
International Journal of Computer Vision
Detection of user-defined, semantically high-level, composite events, and retrieval of event queries
Multimedia Tools and Applications
Proceedings of the 7th International Conference on Frontiers of Information Technology
Moving human detection and recognition in videos using adaptive method and support vector machine
Proceedings of the 7th International Conference on Frontiers of Information Technology
Recoverable privacy protection for video content distribution
EURASIP Journal on Information Security - Special issue on enhancing privacy protection in multimedia systems
Trajectory classification using switched dynamical hidden Markov models
IEEE Transactions on Image Processing
Robust height estimation of moving objects from uncalibrated videos
IEEE Transactions on Image Processing
Vs-star: A visual interpretation system for visual surveillance
Pattern Recognition Letters
Human tracking with variable prediction steps based on Kullback-Leibler divergence
Artificial Life and Robotics
An adaptive method for energy-efficiency in battery-powered embedded smart cameras
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Automatic hand reference acquisition using a stereo 3D webcam
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
An efficient, chromatic clustering-based background model for embedded vision platforms
Computer Vision and Image Understanding
Light-weight salient foreground detection for embedded smart cameras
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Activity based matching in distributed camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Cooperative object tracking and composite event detection with wireless embedded smart cameras
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Joint random field model for all-weather moving vehicle detection
IEEE Transactions on Image Processing
Clustering of vehicle trajectories
IEEE Transactions on Intelligent Transportation Systems
Real-time detection of unusual regions in image streams
Proceedings of the international conference on Multimedia
Video topic modelling with behavioural segmentation
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Unsupervised learning of functional categories in video scenes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Visual tracking using a pixelwise spatiotemporal oriented energy representation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Recognizing pair-activities by causality analysis
ACM Transactions on Intelligent Systems and Technology (TIST)
Environmentally robust motion detection for video surveillance
IEEE Transactions on Image Processing
Probabilistic self-organizing maps for continuous data
IEEE Transactions on Neural Networks
Improving object classification in far-field video
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Novel region-based modeling for human detection within highly dynamic aquatic environment
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Detecting unusual activity in video
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Functional scene element recognition for video scene analysis
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Abnormality detection using low-level co-occurring events
Pattern Recognition Letters
Local histogram of figure/ground segmentations for dynamic background subtraction
EURASIP Journal on Advances in Signal Processing
A macro-observation scheme for abnormal event detection in daily-life video sequences
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Robust real-time background subtraction based on local neighborhood patterns
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
An experimental evaluation of foreground detection algorithms in real scenes
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Content-based surgical workflow representation using probabilistic motion modeling
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance
Image and Vision Computing
Real-Time Adaptive Background Modeling for Multicore Embedded Systems
Journal of Signal Processing Systems
Exploiting multiple cameras for environmental pathlets
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Anomalous video event detection using spatiotemporal context
Computer Vision and Image Understanding
Learning spatio-temporal dependency of local patches for complex motion segmentation
Computer Vision and Image Understanding
AUTO GMM-SAMT: an automatic object tracking system for video surveillance in traffic scenarios
Journal on Image and Video Processing - Special issue on advanced video-based surveillance
Parametric tracking of human contour by exploiting intelligent edge
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Multiple-person tracker with a fixed slanting stereo camera
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Combining motion segmentation with tracking for activity analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Tracking humans using prior and learned representations of shape and appearance
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Egocentric view transition for video monitoring in a distributed camera network
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system
Pattern Recognition Letters
Augmenting video surveillance footage with virtual agents for incremental event evaluation
Pattern Recognition Letters
Visual tracking using the Earth Mover's Distance between Gaussian mixtures and Kalman filtering
Image and Vision Computing
Fire detection algorithms for video images of large space structures
Multimedia Tools and Applications
Behavior pattern extraction by trajectory analysis
Frontiers of Computer Science in China
Feature-based tracking approach for detection of moving vehicle in traffic videos
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Discovering clusters in motion time-series data
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Modeling complex scenes for accurate moving objects segmentation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Local empirical templates and density ratios for people counting
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Hierarchical visual event pattern mining and its applications
Data Mining and Knowledge Discovery
Rain or Snow Detection in Image Sequences Through Use of a Histogram of Orientation of Streaks
International Journal of Computer Vision
Stochastic approximation for background modelling
Computer Vision and Image Understanding
Online learning neural tracker
Neurocomputing
Motion pattern extraction and event detection for automatic visual surveillance
Journal on Image and Video Processing - Special issue on advanced video-based surveillance
Detecting anomalies in people's trajectories using spectral graph analysis
Computer Vision and Image Understanding
International Journal of Computer Vision
Wood detection and tracking in videos of rivers
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Cat-tail dma: efficient image data transport for multicore embedded mobile systems
Journal of Mobile Multimedia
Feature weighting in competitive learning for multiple object tracking in video sequences
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
An edge-based approach for robust foreground 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
Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models
International Journal of Computer Vision
Multi-camera people localization and height estimation using multiple birth-and-death dynamics
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Unsupervised video surveillance
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Detecting moving targets from traffic video based on the dynamic background model
Transactions on edutainment VI
Robust foreground detection in videos using adaptive color histogram thresholding and shadow removal
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Unsupervised activity extraction on long-term video recordings employing soft computing relations
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
Improved Gaussian mixture model for moving object detection
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
A fast VQ codebook search with initialization and search order
Information Sciences: an International Journal
Semantic classification of human behaviors in video surveillance systems
WSEAS Transactions on Computers
Audio-visual grouplet: temporal audio-visual interactions for general video concept classification
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Towards low bit rate mobile visual search with multiple-channel coding
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Adaptive foreground and shadow detection in image sequences
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Background extraction using improved mode algorithm for visual surveillance applications
International Journal of Computational Science and Engineering
A suspicious behaviour detection using a context space model for smart surveillance systems
Computer Vision and Image Understanding
Pixel-Wise histograms for visual segment description and applications
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Background subtraction framework based on local spatial distributions
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Foreground-to-Ghost discrimination in single-difference pre-processing
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Robust analysis of silhouettes by morphological size distributions
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Improving spatiotemporal inpainting with layer appearance models
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Automatic monitoring of forbidden areas to prevent illegal accesses
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Generalized multi-sensor planning
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Toward scalable activity recognition for sensor networks
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
Foreground regions extraction and characterization towards real-time object tracking
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Use of human motion biometrics for multiple-view registration
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
A hybrid color-based foreground object detection method for automated marine surveillance
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Shadow detection: A survey and comparative evaluation of recent methods
Pattern Recognition
Modeling and segmentation of floating foreground and background in videos
Pattern Recognition
Building semantic scene models from unconstrained video
Computer Vision and Image Understanding
Mining paths of complex crowd scenes
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Adaptive background subtraction with multiple feedbacks for video surveillance
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Multiple-Person tracking using a plan-view map with error estimation
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Markovian framework for foreground-background-shadow separation of real world video scenes
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
An eigenbackground subtraction method using recursive error compensation
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Learning semantic scene models by trajectory analysis
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Resolving hand over face occlusion
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
An immunological approach to raising alarms in video surveillance
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Activity and motion detection based on measuring texture change
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Evaluation and improvements of a real-time background subtraction method
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Human activity recognition in archaeological sites by hidden markov models
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
A stochastic approach to tracking objects across multiple cameras
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Local spatial co-occurrence for background subtraction via adaptive binned kernel estimation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Human activity monitoring by local and global finite state machines
Expert Systems with Applications: An International Journal
Semantic web technologies for video surveillance metadata
Multimedia Tools and Applications
Journal of Real-Time Image Processing
An entropy approach for abnormal activities detection in video streams
Pattern Recognition
Monitoring of real interaction in marketing websites: Australia and Portugal's perspective
Proceedings of the 2nd Workshop on Context-awareness in Retrieval and Recommendation
Traffic video segmentation using adaptive-k gaussian mixture model
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Crowd behavior surveillance using bhattacharyya distance metric
CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Robust Visual Tracking Using an Effective Appearance Model Based on Sparse Coding
ACM Transactions on Intelligent Systems and Technology (TIST)
Mobile video surveillance systems: an architectural overview
Mobile Multimedia Processing
Kalman tracking with target feedback on adaptive background learning
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
Face occlusion detection for automated teller machine surveillance
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Accurate foreground extraction using graph cut with trimap estimation
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Robust background subtraction for quick illumination changes
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Adaptively adjusted gaussian mixture models for surveillance applications
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Tracking video objects with feature points based particle filtering
Multimedia Tools and Applications
Background modeling by subspace learning on spatio-temporal patches
Pattern Recognition Letters
Learning compact visual descriptor for low bit rate mobile landmark search
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A multi-view annotation tool for people detection evaluation
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications
Journal of Signal Processing Systems
Video Behaviour Mining Using a Dynamic Topic Model
International Journal of Computer Vision
Pattern Recognition Letters
Wavelet-based data reduction for detection of moving objects
Machine Graphics & Vision International Journal
The safety transformation in the future internet domain
The Future Internet
Space-time spectral model for object detection in dynamic textured background
Pattern Recognition Letters
Robust decentralized multi-model adaptive template tracking
Pattern Recognition
Coping with multiple residents in a smart environment
Journal of Ambient Intelligence and Smart Environments
Independent motion detection in the light of the aperture problem
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Motion detection with pyramid structure of background model for intelligent surveillance systems
Engineering Applications of Artificial Intelligence
Fire flame detection in video sequences using multi-stage pattern recognition techniques
Engineering Applications of Artificial Intelligence
Real-time pedestrian learning-tracking with information fusion
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
Learning common behaviors from large sets of unlabeled temporal series
Image and Vision Computing
Pervasive and Mobile Computing
Radar-based road-traffic monitoring in urban environments
Digital Signal Processing
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios
Expert Systems with Applications: An International Journal
Real-time robust background subtraction under rapidly changing illumination conditions
Image and Vision Computing
Background subtraction using low rank and group sparsity constraints
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Long-Range spatio-temporal modeling of video with application to fire detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Moving object segmentation using motor signals
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Online moving camera background subtraction
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Background modeling from surveillance video using rank minimization
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Large-scale statistical modeling of motion patterns: a Bayesian nonparametric approach
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Determination of road traffic parameters based on 3d wavelet representation of an image sequence
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Exploiting ambient illumination to locate and recognise user behaviour in enclosed environments
Personal and Ubiquitous Computing
Computer Speech and Language
Moving foreground object detection via robust SIFT trajectories
Journal of Visual Communication and Image Representation
Learning from mobile contexts to minimize the mobile location search latency
Image Communication
Efficient background subtraction under abrupt illumination variations
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
M4L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling
Pattern Recognition
Visual interestingness in image sequences
Proceedings of the 21st ACM international conference on Multimedia
A survey of appearance models in visual object tracking
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Journal of Systems Architecture: the EUROMICRO Journal
International Journal of Computer Vision
Behavior recognition from video based on human constrained descriptor and adaptable neural networks
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
Image and Vision Computing
A motion detection system for video surveillance
Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities
A self-organizing map for traffic flow monitoring
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
An integrated 4D vision and visualisation system
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Carried object detection and tracking using geometric shape models and spatio-temporal consistency
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Camera selection for tracking in distributed smart camera networks
ACM Transactions on Sensor Networks (TOSN)
Journal of Mathematical Imaging and Vision
Expert Systems with Applications: An International Journal
FPGA-based architecture for real time segmentation and denoising of HD video
Journal of Real-Time Image Processing
Summarizing high-level scene behavior
Machine Vision and Applications
Smoke Detection in Video: An Image Separation Approach
International Journal of Computer Vision
Memory-based cognitive modeling for robust object extraction and tracking
Applied Intelligence
Duckneglect: Video-games based neglect rehabilitation
Technology and Health Care
Integrated Computer-Aided Engineering
Real-time background modeling based on a multi-level texture description
Information Sciences: an International Journal
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Our goal is to develop a visual monitoring system that passively observes moving objects in a site and learns patterns of activity from those observations. For extended sites, the system will require multiple cameras. Thus, key elements of the system are motion tracking, camera coordination, activity classification, and event detection. In this paper, we focus on motion tracking and show how one can use observed motion to learn patterns of activity in a site. Motion segmentation is based on an adaptive background subtraction method that models each pixel as a mixture of Gaussians and uses an on-line approximation to update the model. The Gaussian distributions are then evaluated to determine which are most likely to result from a background process. This yields a stable, real-time outdoor tracker that reliably deals with lighting changes, repetitive motions from clutter, and long-term scene changes. While a tracking system is unaware of the identity of any object it tracks, the identity remains the same for the entire tracking sequence. Our system leverages this information by accumulating joint co-occurrences of the representations within a sequence. These joint co-occurrence statistics are then used to create a hierarchical binary-tree classification of the representations. This method is useful for classifying sequences, as well as individual instances of activities in a site.