A Layered Motion Representation with Occlusion and Compact Spatial Support
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Object Tracking with an Adaptive Color-Based Particle Filter
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Contour-Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive object tracking using bayesian network and memory
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Real-Time Gesture Recognition by Learning and Selective Control of Visual Interest Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unified Target Detection and Tracking Using Motion Coherence
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Visual tracking and recognition using probabilistic appearance manifolds
Computer Vision and Image Understanding
Monocular model-based 3D tracking of rigid objects
Foundations and Trends® in Computer Graphics and Vision
ACM Computing Surveys (CSUR)
Top-down, bottom-up multivalued default reasoning for identity maintenance
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Tracking People by Learning Their Appearance
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Temporal motion models for monocular and multiview 3D human body tracking
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Real-time object tracking using bounded irregular pyramids
Pattern Recognition Letters
3D Periodic Human Motion Reconstruction from 2D Motion Sequences
Neural Computation
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
Rigid and non-rigid face motion tracking by aligning texture maps and stereo 3D models
Pattern Recognition Letters
Simultaneous Facial Action Tracking and Expression Recognition in the Presence of Head Motion
International Journal of Computer Vision
Incremental Learning for Robust Visual Tracking
International Journal of Computer Vision
Robust head tracking using 3D ellipsoidal head model in particle filter
Pattern Recognition
Evaluation of an appearance-based 3D face tracker using dense 3D data
Machine Vision and Applications
Toward a sentient environment: real-time wide area multiple human tracking with identities
Machine Vision and Applications
An Appearance-Based Particle Filter for Visual Tracking in Smart Rooms
Multimodal Technologies for Perception of Humans
UMD_VDT, an Integration of Detection and Tracking Methods for Multiple Human Tracking
Multimodal Technologies for Perception of Humans
Object Tracking Using Grayscale Appearance Models and Swarm Based Particle Filter
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Track and cut: simultaneous tracking and segmentation of multiple objects with graph cuts
Journal on Image and Video Processing - Video Tracking in Complex Scenes for Surveillance Applications
3D SSD tracking with estimated 3D planes
Image and Vision Computing
Tracking of Abrupt Motion Using Wang-Landau Monte Carlo Estimation
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Interactive Tracking of 2D Generic Objects with Spacetime Optimization
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Adaptive active appearance model with incremental learning
Pattern Recognition Letters
Object tracking using SIFT features and mean shift
Computer Vision and Image Understanding
Automatic Eigentemplate Learning for Sparse Template Tracker
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Online updating appearance generative mixture model for meanshift tracking
Machine Vision and Applications
Video synchronization from human motion using rank constraints
Computer Vision and Image Understanding
Action-specific motion prior for efficient Bayesian 3D human body tracking
Pattern Recognition
A swarm-intelligence based algorithm for face tracking
International Journal of Intelligent Systems Technologies and Applications
Graph-based transductive learning for robust visual tracking
Pattern Recognition
Sputnik Tracker: Having a Companion Improves Robustness of the Tracker
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Robust object tracking with a case-base updating strategy
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
Regressed Importance Sampling on Manifolds for Efficient Object Tracking
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
An incremental EM-based learning approach for on-line prediction of hospital resource utilization
Artificial Intelligence in Medicine
Visual tracking and recognition using probabilistic appearance manifolds
Computer Vision and Image Understanding
IEEE Transactions on Multimedia - Special issue on integration of context and content
Tracking by parts: a Bayesian approach with component collaboration
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
Tissue Tracking in Thermo-physiological Imagery through Spatio-temporal Smoothing
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
International Journal of Computer Vision
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
Visual Tracking via Particle Filtering on the Affine Group
International Journal of Robotics Research
Mean Shift tracking with multiple reference color histograms
Computer Vision and Image Understanding
3D model-based tracking of the human body in monocular gray-level images
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
A joint system for single-person 2D-face and 3D-head tracking in CHIL seminars
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Pose-invariant facial expression recognition using variable-intensity templates
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
On-line ensemble SVM for robust object tracking
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
A noise-insensitive object tracking algorithm
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Kernel-Bayesian framework for object tracking
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Multiple objects tracking in the presence of long-term occlusions
Computer Vision and Image Understanding
Object tracking by bidirectional learning with feature selection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Adaptive appearance model and condensation algorithm for robust face tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Audio-visual atoms for generic video concept classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
RSMAT: Robust simultaneous modeling and tracking
Pattern Recognition Letters
Temporal synchronization of non-overlapping videos using known object motion
Pattern Recognition Letters
Visual tracking using a pixelwise spatiotemporal oriented energy representation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
GPU-supported object tracking using adaptive appearance models and particle swarm optimization
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Trajectory-based representation of human actions
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
A robust head pose estimation system for uncalibrated monocular videos
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Memory-based particle filter for tracking objects with large variation in pose and appearance
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Human attributes from 3D pose tracking
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Discriminative nonorthogonal binary subspace tracking
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Face tracking with automatic model construction
Image and Vision Computing
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
Object tracking and segmentation in a closed loop
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Depth assisted occlusion handling in video 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
Pedestrian tracking based on hidden-latent temporal Markov chain
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system
Pattern Recognition Letters
Video-rate stereo depth measurement on programmable hardware
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Occlusion handling with l1-regularized sparse reconstruction
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Hierarchical Kalman-particle filter with adaptation to motion changes for object tracking
Computer Vision and Image Understanding
Online learning neural tracker
Neurocomputing
Tracking humans using novel optical flow algorithm for surveillance videos
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
A robust template tracking algorithm with weighted active drift correction
Pattern Recognition Letters
Face tracking using adaptive appearance models and convolutional neural network
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
A hierarchical feature fusion framework for adaptive visual tracking
Image and Vision Computing
Probabilistic index histogram for robust object tracking
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Parallel appearance-adaptive models for real-time object tracking using particle swarm optimization
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Correlation-based incremental visual tracking
Pattern Recognition
Object tracking via appearance modeling and sparse representation
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
Rigid and non-rigid face motion tracking by aligning texture maps and stereo-based 3d models
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Combined head, lips, eyebrows, and eyelids tracking using adaptive appearance models
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
3D facial pose tracking in uncalibrated videos
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Online updating appearance generative mixture model for meanshift tracking
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Robust visual tracking with structured sparse representation appearance model
Pattern Recognition
Auto-scaled incremental tensor subspace learning for region based rate control application
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
On pedestrian detection and tracking in infrared videos
Pattern Recognition Letters
A probabilistic integrated object recognition and tracking framework
Expert Systems with Applications: An International Journal
Human attributes from 3D pose tracking
Computer Vision and Image Understanding
Adaptive sparse vector tracking via online bayesian learning
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Learning efficient linear predictors for motion estimation
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Incremental multi-view face tracking based on general view manifold
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Heavy-Tailed model for visual tracking via robust subspace learning
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Directional eigentemplate learning for sparse template tracker
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Online multiple instance gradient feature selection for robust visual tracking
Pattern Recognition Letters
On collaborative people detection and tracking in complex scenarios
Image and Vision Computing
Visual tracking via dynamic tensor analysis with mean update
Neurocomputing
Robust decentralized multi-model adaptive template tracking
Pattern Recognition
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
Real-time visual tracking via online weighted multiple instance learning
Pattern Recognition
Multiple faces tracking using motion prediction and IPCA in particle filters
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Incremental update of linear appearance models and its application to AAM: incremental AAM
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Robust face tracking using motion prediction in adaptive particle filters
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Tracking of multiple targets using on-line learning for appearance model adaptation
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios
Expert Systems with Applications: An International Journal
Dual-force metric learning for robust distracter-resistant tracker
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Real-time compressive tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Robust gaussian-based template tracking
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part I
Robust Visual Tracking via Structured Multi-Task Sparse Learning
International Journal of Computer Vision
Block covariance based l1 tracker with a subtle template dictionary
Pattern Recognition
Sparse coding based visual tracking: Review and experimental comparison
Pattern Recognition
Robust real time face tracking in mobile devices
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Hierarchical On-line Appearance-Based Tracking for 3D head pose, eyebrows, lips, eyelids and irises
Image and Vision Computing
Tracking the untrackable: how to track when your object is featureless
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
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
Real-time visual tracking based on an appearance model and a motion mode
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Efficient multi-feature PSO for fast gray level object-tracking
Applied Soft Computing
Co-trained generative and discriminative trackers with cascade particle filter
Computer Vision and Image Understanding
Multimedia Tools and Applications
Adaptive on-line similarity measure for direct visual tracking
Image and Vision Computing
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We propose a framework for learning robust, adaptive, appearance models to be used for motion-based tracking of natural objects. The model adapts to slowly changing appearance, and it maintains a natural measure of the stability of the observed image structure during tracking. By identifying stable properties of appearance, we can weight them more heavily for motion estimation, while less stable properties can be proportionately downweighted. The appearance model involves a mixture of stable image structure, learned over long time courses, along with two-frame motion information and an outlier process. An online EM-algorithm is used to adapt the appearance model parameters over time. An implementation of this approach is developed for an appearance model based on the filter responses from a steerable pyramid. This model is used in a motion-based tracking algorithm to provide robustness in the face of image outliers, such as those caused by occlusions, while adapting to natural changes in appearance such as those due to facial expressions or variations in 3D pose.