Computer vision techniques for PDA accessibility of in-house video surveillance
IWVS '03 First ACM SIGMM international workshop on Video surveillance
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
Real-time and accurate segmentation of moving objects in dynamic scene
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Segmentation and Tracking of Multiple Moving Objects for Intelligent Video Analysis
BT Technology Journal
Pixels Classification for Moving Object Extraction
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
An Integrated Framework for Semantic Annotation and Adaptation
Multimedia Tools and Applications
An integrated architecture for surveillance and monitoring in an archaeological site
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
An integrated multi-modal sensor network for video surveillance
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
A motion-flow-based fast video retrieval system
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
A Dynamic Conditional Random Field Model for Foreground and Shadow Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Traffic object detections and its action analysis
Pattern Recognition Letters
A shadow elimination approach in video-surveillance context
Pattern Recognition Letters
Resolving complex occlusions of objects during tracking using region based segmentations
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Background modeling and object tracking using multi-spectral sensors
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Multimedia surveillance: content-based retrieval with multicamera people tracking
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
A system for automatic face obscuration for privacy purposes
Pattern Recognition Letters
Shadow detection for moving objects based on texture analysis
Pattern Recognition
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
A system for automatic face obscuration for privacy purposes
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
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
Nonparametric background generation
Journal of Visual Communication and Image Representation
Robust background subtraction with foreground validation for urban traffic video
EURASIP Journal on Applied Signal Processing
Design and assessment of an intelligent activity monitoring platform
EURASIP Journal on Applied Signal Processing
Customizing multiprocessor implementation of an automated video surveillance system
EURASIP Journal on Embedded Systems
Mobile video surveillance with low-bandwidth low-latency video streaming
Proceedings of the international workshop on Workshop on mobile video
A new video segmentation method of moving objects based on blob-level knowledge
Pattern Recognition Letters
An efficient temporal texture descriptor for video retrieval
ISCGAV'06 Proceedings of the 6th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
HECOL: Homography and epipolar-based consistent labeling for outdoor park surveillance
Computer Vision and Image Understanding
Smoke detection in video surveillance: the use of ViSOR (video surveillance on-line repository)
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Automatic detection of dust devils and clouds on Mars
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
Robust Segmentation Process to Detect Incidents on Highways
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
A Neural Network Approach for Video Object Segmentation in Traffic Surveillance
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
A Dipolar Competitive Neural Network for Video Segmentation
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
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
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Video Object Segmentation Based on Feedback Schemes Guided by a Low-Level Scene Ontology
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Shadow Detection and Removal from Solo Natural Image Based on Retinex Theory
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
WSEAS Transactions on Computers
HebbR2-Taffic: A novel application of neuro-fuzzy network for visual based traffic monitoring system
Expert Systems with Applications: An International Journal
Learning complex background by multi-scale discriminative model
Pattern Recognition Letters
PCB inspection for missing or misaligned components using background subtraction
WSEAS Transactions on Information Science and Applications
SETh system spatio-temporal object tracking using combined color and motion features
ROCOM'09 Proceedings of the 9th WSEAS international conference on Robotics, control and manufacturing technology
A Robust Video-Based Algorithm for Detecting Snow Movement in Traffic Scenes
Journal of Signal Processing Systems
A swarm-intelligence based algorithm for face tracking
International Journal of Intelligent Systems Technologies and Applications
Towards Real-Time Human Action Recognition
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Boat Speed Monitoring Using Artificial Vision
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Video surveillance and multimedia forensics: an application to trajectory analysis
MiFor '09 Proceedings of the First ACM workshop on Multimedia in forensics
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
Traffic Density Estimation with On-line SVM Classifier
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
IEEE Transactions on Circuits and Systems for Video Technology
Efficient background subtraction and shadow removal for monochromatic video sequences
IEEE Transactions on Multimedia - Special section on communities and media computing
Learning a scene background model via classification
IEEE Transactions on Signal Processing
The use of vanishing point for the classification of reflections from foreground mask in videos
IEEE Transactions on Image Processing
CCTV Video Analytics: Recent Advances and Limitations
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Shadows Removal by Edges Matching
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
Edge-Based Algorithm for Shadows and Ghosts Removing
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Multiple-model RANSAC for ego-motion estimation in highly dynamic environments
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Multimedia Tools and Applications
Foreground/background segmentation with learned dictionary
ASMCSS'09 Proceedings of the 3rd International Conference on Applied Mathematics, Simulation, Modelling, Circuits, Systems and Signals
A self-organizing approach to detection of moving patterns for real-time applications
BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
A boosting discriminative model for moving cast shadow detection
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Smoke detection in video surveillance: a MoG model in the wavelet domain
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Computer Vision and Image Understanding
Shadow detection in video surveillance by maximizing agreement between independent detectors
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Evaluation metric for image understanding
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Transactions on Intelligent Transportation Systems
Visual event recognition using decision trees
Multimedia Tools and Applications
Video Surveillance Online Repository (ViSOR): an integrated framework
Multimedia Tools and Applications
Adaptive shadow estimator for removing shadow of moving object
Computer Vision and Image Understanding
Background estimation using graph cuts and inpainting
Proceedings of Graphics Interface 2010
Mutual calibration of camera motes and RFIDs for people localization and identification
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Computer Vision and Image Understanding
An efficient and robust moving shadow removal algorithm and its applications in ITS
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
A hierarchical estimator for object tracking
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
HMM based action recognition with projection histogram features
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
A new approach for lighting effect rendering
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Multi objective optimization based fast motion detector
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
Background subtraction for automated multisensor surveillance: a comprehensive review
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Feature-based tracking approach for detection of moving vehicle in traffic videos
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Unusual activity detection for video surveillance
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Foreground and shadow segmentation based on a homography-correspondence pair
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
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
Moving object detection method based on the cloud model and background subtraction
International Journal of Systems, Control and Communications
Foot contact detection for sprint training
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Shadow segmentation using time-of-flight cameras
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
A reliable event-driven strategy for real-time multiple object tracking using static cameras
Advances in Multimedia
Specific vehicle detection and tracking in road environment
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
3DPeS: 3D people dataset for surveillance and forensics
J-HGBU '11 Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding
Background updating with the use of intrinsic curves
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
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Design of a hybrid object detection scheme for video sequences
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
Adaptive background generation for video object segmentation
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
A moving detection algorithm based on space-time background difference
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Evaluation and improvements of a real-time background subtraction method
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Resolving the ambiguity of real-time multiple object tracking using static cameras
International Journal of Intelligent Systems Technologies and Applications
A survey of cast shadow detection algorithms
Pattern Recognition Letters
Iterative division and correlograms for detection and tracking of moving objects
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Approximate vehicle waiting time estimation using adaptive video-based vehicle tracking
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Mobile video surveillance systems: an architectural overview
Mobile Multimedia Processing
Shadow removal for foreground segmentation
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
From moving edges to moving regions
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Reliable moving vehicle detection based on the filtering of swinging tree leaves and raindrops
Journal of Visual Communication and Image Representation
Unsupervised learning in body-area networks
Proceedings of the Fifth International Conference on Body Area Networks
An automatic image inpainting method for rigid moving object
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Journal of Signal Processing Systems
Extracting representative motion flows for effective video retrieval
Multimedia Tools and Applications
Pervasive Computing for Hospital, Chronic, and Preventive Care
Foundations and Trends in Human-Computer Interaction
An a-contrario approach for obstacle detection in assistance driving systems
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Texture and space-time based moving objects segmentation and shadow removing
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Design and evaluation of classifier for identifying sign language videos in video sharing sites
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Incorporation of GPS and IP camera for people tracking
GPS Solutions
Gait identification using shadow biometrics
Pattern Recognition Letters
Background subtraction using running Gaussian average and frame difference
ICEC'07 Proceedings of the 6th international conference on Entertainment Computing
A framework for wrong way driver detection using optical flow
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Analysis of embedded CORBA middleware performance on urban distributed transportation equipments
Computer Standards & Interfaces
Near real-time human silhouette and movement detection in indoor environments using fixed cameras
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Realtime motion detection based on the spatio-temporal median filter using GPU integral histograms
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
Highway Background Identification and Background Modeling Based on Projection Statistics
International Journal of Advanced Pervasive and Ubiquitous Computing
Parametrization of an image understanding quality metric with a subjective evaluation
Pattern Recognition Letters
A unified approach to background adaptation and initialization in public scenes
Pattern Recognition
A novel moving cast shadow detection of vehicles in traffic scene
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A new framework for background subtraction using multiple cues
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Temporal saliency for fast motion detection
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Video surveillance online repository (ViSOR): www.openvisor.org
Proceedings of the 4th ACM Multimedia Systems Conference
Steering kernel-based video moving objects detection with local background texture dictionaries
Computers and Electrical Engineering
Fisheye camera modeling for human segmentation refinement in indoor videos
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Image and Vision Computing
Automatic detection of musicians' ancillary gestures based on video analysis
Expert Systems with Applications: An International Journal
Identifying Sign Language Videos in Video Sharing Sites
ACM Transactions on Accessible Computing (TACCESS)
Unsupervised Tracking, Roughness and Quantitative Indices
Fundamenta Informaticae - Cognitive Informatics and Computational Intelligence: Theory and Applications
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Background subtraction methods are widely exploited for moving object detection in videos in many applications, such as traffic monitoring, human motion capture, and video surveillance. How to correctly and efficiently model and update the background model and how to deal with shadows are two of the most distinguishing and challenging aspects of such approaches. The article proposes a general-purpose method that combines statistical assumptions with the object-level knowledge of moving objects, apparent objects (ghosts), and shadows acquired in the processing of the previous frames. Pixels belonging to moving objects, ghosts, and shadows are processed differently in order to supply an object-based selective update. The proposed approach exploits color information for both background subtraction and shadow detection to improve object segmentation and background update. The approach proves fast, flexible, and precise in terms of both pixel accuracy and reactivity to background changes.