Computer graphics: principles and practice (2nd ed.)
Computer graphics: principles and practice (2nd ed.)
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation
International Journal of Computer Vision
Efficient Region Tracking With Parametric Models of Geometry and Illumination
IEEE Transactions on Pattern Analysis and Machine Intelligence
A hierarchical Markov modeling approach for the segmentation and tracking of deformable shapes
Graphical Models and Image Processing
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
The velocity snake: deformable contour for tracking in Spatio-Velocity space
Computer Vision and Image Understanding
On sequential Monte Carlo sampling methods for Bayesian filtering
Statistics and Computing
Towards Improved Observation Models for Visual Tracking: Selective Adaptation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Pedestrian Detection from a Moving Vehicle
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Towards Robust Multi-cue Integration for Visual Tracking
ICVS '01 Proceedings of the Second International Workshop on Computer Vision Systems
Elliptical Head Tracking Using Intensity Gradients and Color Histograms
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Real Time Face and Object Tracking as a Component of a Perceptual User Interface
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
Object Tracking with an Adaptive Color-Based Particle Filter
Proceedings of the 24th DAGM Symposium on Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Tracking and Recognition of Non-Rigid Hand Motion
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Adaptive Tracking of Non-Rigid Objects Based on Color Histograms and Automatic Parameter Selection
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
A joint particle filter for audio-visual speaker tracking
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Multimodal multispeaker probabilistic tracking in meetings
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Facial action tracking using particle filters and active appearance models
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
A General Framework for Combining Visual Trackers --- The "Black Boxes" Approach
International Journal of Computer Vision
Transductive local exploration particle filter for object tracking
Image and Vision Computing
Spartacus attending the 2005 AAAI conference
Autonomous Robots
Real-time hand tracking using a mean shift embedded particle filter
Pattern Recognition
Active stereo vision-based mobile robot navigation for person tracking
Integrated Computer-Aided Engineering - Informatics in Control, Automation and Robotics
Robust tracking with motion estimation and local Kernel-based color modeling
Image and Vision Computing
Sequential Monte Carlo tracking by fusing multiple cues in video sequences
Image and Vision Computing
A particle filter for joint detection and tracking of color objects
Image and Vision Computing
Partial Linear Gaussian Models for Tracking in Image Sequences Using Sequential Monte Carlo Methods
International Journal of Computer Vision
Tracking Deforming Objects Using Particle Filtering for Geometric Active Contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatio-temporal graphical-model-based multiple facial feature tracking
EURASIP Journal on Applied Signal Processing
Adaptive probabilistic tracking embedded in smart cameras for distributed surveillance in a 3D model
EURASIP Journal on Embedded Systems
Adaptive Particle Filter for Data Fusion of Multiple Cameras
Journal of VLSI Signal Processing Systems
Generalizing the Lucas-Kanade algorithm for histogram-based tracking
Pattern Recognition Letters
Recognition of action meeting videos using timed automata
Machine Graphics & Vision International Journal
Multiview-based cooperative tracking of multiple human objects
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
A probabilistic framework for fusing frame-based searches within a video copy detection system
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
EURASIP Journal on Advances in Signal Processing
Simultaneous eye tracking and blink detection with interactive particle filters
EURASIP Journal on Advances in Signal Processing
Towards Probabilistic Shape Vision in RoboCup: A Practical Approach
RoboCup 2006: Robot Soccer World Cup X
Robust Multiple-People Tracking Using Colour-Based Particle Filters
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Particle Filter with Improved Proposal Distribution for Vehicle Tracking
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Object Tracking Using Grayscale Appearance Models and Swarm Based Particle Filter
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Automated detection of unusual events on stairs
Image and Vision Computing
Tracking and recognizing actions of multiple hockey players using the boosted particle filter
Image and Vision Computing
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Tracking of Abrupt Motion Using Wang-Landau Monte Carlo Estimation
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
A Multi-modal Particle Filter Based Motorcycle Tracking System
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
CamShift guided particle filter for visual tracking
Pattern Recognition Letters
A New Method for Moving Object Extraction and Tracking Based on the Exclusive Block Matching
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Visual Tracking Using Particle Filters with Gaussian Process Regression
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
A Framework for Suspicious Action Detection with Mixture Distributions of Action Primitives
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Vision-based production of personalized video
Image Communication
Probabilistic fusion-based parameter estimation for visual tracking
Computer Vision and Image Understanding
Accurate appearance-based Bayesian tracking for maneuvering targets
Computer Vision and Image Understanding
Closed-world tracking of multiple interacting targets for indoor-sports applications
Computer Vision and Image Understanding
Robust human tracking based on multi-cue integration and mean-shift
Pattern Recognition Letters
A local-motion-based probabilistic model for visual tracking
Pattern Recognition
Joint trajectory tracking and recognition based on bi-directional nonlinear learning
Image and Vision Computing
Understanding dynamic scenes based on human sequence evaluation
Image and Vision Computing
Mean field approach for tracking similar objects
Computer Vision and Image Understanding
Mask Particle Filter for Similar Objects Tracking
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Tracking Closed Curves with Non-linear Stochastic Filters
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
Surveillance Robot Utilizing Video and Audio Information
Journal of Intelligent and Robotic Systems
Hybrid tracking approach for assistive environments
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Object Tracking via Multi-region Covariance and Particle Swarm Optimization
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Sequential particle generation for visual tracking
IEEE Transactions on Circuits and Systems for Video Technology
Tracking by parts: a Bayesian approach with component collaboration
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
High-dimensional statistical measure for region-of-interest tracking
IEEE Transactions on Image Processing
Multi-target and Multi-camera Object Detection with Monte-Carlo Sampling
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Algorithm and architecture for object tracking using particle filter
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A combination of particle filtering and deterministic approaches for multiple kernel tracking
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
An incremental Bhattacharyya dissimilarity measure for particle filtering
Pattern Recognition
Machine Vision and Applications
Adaptive mean-shift tracking with auxiliary particles
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Vehicle tracking based on co-learning particle filter
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Learning context-based feature descriptors for object tracking
Proceedings of the 5th ACM/IEEE international conference on Human-robot interaction
Mean Shift tracking with multiple reference color histograms
Computer Vision and Image Understanding
Hierarchical and conditional combination of belief functions induced by visual tracking
International Journal of Approximate Reasoning
Robust monocular detection of independent motion by a moving observer
IWCM'04 Proceedings of the 1st international conference on Complex motion
Object tracking with particle filter using color information
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Real time architectures for moving-objects tracking
ARC'07 Proceedings of the 3rd international conference on Reconfigurable computing: architectures, tools and applications
Multi-object tracking based on a modular knowledge hierarchy
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Multiple people labeling and tracking using stereo for human computer interaction
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
On-line ensemble SVM for robust object tracking
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Multi-camera people tracking by collaborative particle filters and principal axis-based integration
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Object tracking via uncertainty minimization
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Local dual closed loop model based Bayesian face tracking
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
A real-time object recognition system on cell broadband engine
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Robust feature descriptors for efficient vision-based tracking
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Multi person tracking within crowded scenes
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
3D person tracking with a color-based particle filter
RobVis'08 Proceedings of the 2nd international conference on Robot vision
Cascade particle filter for human tracking with multiple and heterogeneous cameras
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Understanding transit scenes: a survey on human behavior-recognition algorithms
IEEE Transactions on Intelligent Transportation Systems
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation
IEEE Transactions on Image Processing
Hardware/software co-design of a real-time kernel based tracking system
Journal of Systems Architecture: the EUROMICRO Journal
Mixed-state causal modeling for statistical KL-based motion texture tracking
Pattern Recognition Letters
A color-based particle filter for multiple object tracking in an outdoor environment
Artificial Life and Robotics
A parallel histogram-based particle filter for object tracking on SIMD-based smart cameras
Computer Vision and Image Understanding
Cluster-based distributed face tracking in camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
BKCAS: a distributed context-aware pervasive information system to support user roaming
International Journal of Intelligent Systems Technologies and Applications
Rao-Blackwellised particle filter for colour-based tracking
Pattern Recognition Letters
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
A two-stage dynamic model for visual tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Tree-structured image difference for fast histogram and distance between histograms computation
Pattern Recognition Letters
Restricted affine motion compensation in video coding using particle filtering
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Multi-cue-based CamShift guided particle filter tracking
Expert Systems with Applications: An International Journal
Robust visual tracking based on occlusion detection and particle redistribution
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking
International Journal of Computer Vision
Introducing fuzzy spatial constraints in a ranked partitioned sampling for multi-object tracking
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Adaptive multi-cue tracking by online appearance learning
Neurocomputing
Particle filtering with factorized likelihoods for tracking facial features
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Real time hand tracking by combining particle filtering and mean shift
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Computer Vision and Image Understanding
Variational inference for visual tracking
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A robust template tracking algorithm with weighted active drift correction
Pattern Recognition Letters
Real-time tracking with classifiers
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Visual tracking using iterative sparse approximation
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Maneuvering head motion tracking by coarse-to-fine particle filter
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
A hierarchical feature fusion framework for adaptive visual tracking
Image and Vision Computing
Simultaneous partitioned sampling for articulated object tracking
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Learning from mistakes: object movement classification by the boosted features
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Robust object tracking via inertial potential based mean shift
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Visual tracking based on Log-Euclidean Riemannian sparse representation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Kernel-based motion-blurred target tracking
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Editors Choice Article: Tracking highly correlated targets through statistical multiplexing
Image and Vision Computing
An object tracking scheme based on local density
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Multi-step multi-camera view planning for real-time visual object tracking
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Face tracking algorithm based on mean shift and ellipse fitting
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Active shape model based segmentation and tracking of facial regions in color images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
A robust particle filter-based face tracker using combination of color and geometric information
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Object tracking using discriminative feature selection
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Color-Based multiple agent tracking for wireless image sensor networks
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Multi-camera person tracking in a cluttered interaction environment
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Camshift-based tracking in joint color-spatial spaces
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Robust visual tracking for multiple targets
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
A comparative evaluation of template and histogram based 2d tracking algorithms
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
An offline bidirectional tracking scheme
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Skin-Color based human tracking using a probabilistic noise model combined with neural network
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Visual tracking by fusing multiple cues with context-sensitive reliabilities
Pattern Recognition
Online selection of the best k-feature subset for object tracking
Journal of Visual Communication and Image Representation
Tracking targets via particle based belief propagation
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Multi-view object tracking using sequential belief propagation
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Kernel-Based robust tracking for objects undergoing occlusion
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Particle filter based tracking of moving object from image sequence
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Online selection of discriminative features using bayes error rate for visual tracking
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Robust motion tracking in video sequences using particle filter
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Effective appearance model and similarity measure for particle filtering and visual tracking
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Object tracking and identification in video streams with snakes and points
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
AV16.3: an audio-visual corpus for speaker localization and tracking
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Robust tracking with and beyond visible spectrum: a four-layer data fusion framework
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Robust Visual Tracking Using an Effective Appearance Model Based on Sparse Coding
ACM Transactions on Intelligent Systems and Technology (TIST)
Efficient visual tracking using particle filter with incremental likelihood calculation
Information Sciences: an International Journal
Robust head tracking with particles based on multiple cues fusion
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Mobile video surveillance systems: an architectural overview
Mobile Multimedia Processing
Inverse composition for multi-kernel tracking
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Orientation and scale invariant kernel-based object tracking with probabilistic emphasizing
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
A graph-based feature combination approach to object tracking
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Multiple target tracking with motion priors
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Multiple objects tracking method based on particle filter
CSECS'11/MECHANICS'11 Proceedings of the 10th WSEAS international conference on Circuits, Systems, Electronics, Control & Signal Processing, and Proceedings of the 7th WSEAS international conference on Applied and Theoretical Mechanics
Shape based appearance model for kernel tracking
Image and Vision Computing
Visual tracking of numerous targets via multi-Bernoulli filtering of image data
Pattern Recognition
An Efficient Particle Filter---based Tracking Method Using Graphics Processing Unit (GPU)
Journal of Signal Processing Systems
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking
Computer Vision and Image Understanding
To track or to detect? an ensemble framework for optimal selection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Group dynamics and multimodal interaction modeling using a smart digital signage
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Going with the flow: pedestrian efficiency in crowded scenes
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Automatic tracking of a large number of moving targets in 3d
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Segmentation based particle filtering for real-time 2d object tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Occlusion handling in video segmentation via predictive feedback
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Multi-constraints face detect-track system
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Symmetry-driven accumulation of local features for human characterization and re-identification
Computer Vision and Image Understanding
Target Tracking Using Multiple Patches and Weighted Vector Median Filters
Journal of Mathematical Imaging and Vision
Sparse coding based visual tracking: Review and experimental comparison
Pattern Recognition
Monocular pedestrian tracking from a moving vehicle
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
On-line Support Vector Regression of the transition model for the Kalman filter
Image and Vision Computing
On-line object tracking with semi-supervised boosting based particle filter
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Soft-assigned bag of features tracking
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Background modeling methods for visual detection of maritime targets
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
An association-based multi-target tracking method
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Cooperative passers-by tracking with a mobile robot and external cameras
Computer Vision and Image Understanding
Scale modification through particle distribution in colour based tracking
Proceedings of the 10th European Conference on Visual Media Production
Object tracking from image sequences using adaptive models in fuzzy particle filter
Information Sciences: an International Journal
Weighted attentional blocks for probabilistic object tracking
The Visual Computer: International Journal of Computer Graphics
Particle filter tracking without dynamics
Applied Bionics and Biomechanics
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Color-based trackers recently proposed in [3,4,5] have been proved robust and versatile for a modest computational cost. They are especially appealing for tracking tasks where the spatial structure of the tracked objects exhibits such a dramatic variability that trackers based on a space-dependent appearance reference would break down very fast. Trackers in [3,4,5] rely on the deterministic search of a window whose color content matches a reference histogram color model.Relying on the same principle of color histogram distance, but within a probabilistic framework, we introduce a new Monte Carlo tracking technique. The use of a particle filter allows us to better handle color clutter in the background, as well as complete occlusion of the tracked entities over a few frames.This probabilistic approach is very flexible and can be extended in a number of useful ways. In particular, we introduce the following ingredients: multi-part color modeling to capture a rough spatial layout ignored by global histograms, incorporation of a background color model when relevant, and extension to multiple objects.