Tracking and data association
Model-based object tracking in monocular image sequences of road traffic scenes
International Journal of Computer Vision
Neural networks for pattern recognition
Neural networks for pattern recognition
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Unified Approach to Moving Object Detection in 2D and 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Spatial Color Indexing and Applications
International Journal of Computer Vision
Learning Patterns of Activity Using Real-Time Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Data Association Methods for Tracking Complex Visual Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mean Shift, Mode Seeking, and Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
ASSET-2: Real-Time Motion Segmentation and Shape Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic and Voting Approaches to Cue Integration for Figure-Ground Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comparison of Five Color Models in Skin Pixel Classification
RATFG-RTS '99 Proceedings of the International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems
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)
Adaptive Color Space Switching for Face Tracking in Multi-Colored Lighting Environments
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
A Quantified Study of Facial Asymmetry in 3D Faces
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Facial asymmetry quantification for expression invariant human identification
Computer Vision and Image Understanding - Special issue on Face recognition
A master-slave system to acquire biometric imagery of humans at distance
IWVS '03 First ACM SIGMM international workshop on Video surveillance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active Appearance Models Revisited
International Journal of Computer Vision
Probabilistic tracking in joint feature-spatial spaces
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Combining discriminative features to infer complex trajectories
ICML '06 Proceedings of the 23rd international conference on Machine learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using vision, acoustics, and natural language for disambiguation
Proceedings of the ACM/IEEE international conference on Human-robot interaction
Nonparametric background generation
Journal of Visual Communication and Image Representation
Posterior probability measure for image matching
Pattern Recognition
Thermo-visual feature fusion for object tracking using multiple spatiogram trackers
Machine Vision and Applications
Towards Probabilistic Shape Vision in RoboCup: A Practical Approach
RoboCup 2006: Robot Soccer World Cup X
UMD_VDT, an Integration of Detection and Tracking Methods for Multiple Human Tracking
Multimodal Technologies for Perception of Humans
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
People tracking and segmentation using spatiotemporal shape constraints
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Object Tracking Using Naive Bayesian Classifiers
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
A smart method for tracking of moving objects on production line
VRCAI '08 Proceedings of The 7th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
Semi-supervised On-Line Boosting for Robust Tracking
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Soft Tissue Tracking for Minimally Invasive Surgery: Learning Local Deformation Online
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Adaptive weighting of local classifiers by particle filters for robust tracking
Pattern Recognition
Adaptive Subclass Discriminant Analysis Color Space Learning for Visual Tracking
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Approximate Bayesian methods for kernel-based object tracking
Computer Vision and Image Understanding
Online Feature Selection Algorithm with Bayesian l 1 Regularization
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Target tracking and localization of binocular mobile robot using camshift and SIFT
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Understanding dynamic scenes based on human sequence evaluation
Image and Vision Computing
Sputnik Tracker: Having a Companion Improves Robustness of the Tracker
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Multi-sensor Multi-cue Fusion for Object Detection in Video Surveillance
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Online selection of tracking features using AdaBoost
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Multimedia - Special issue on integration of context and content
Adaptive pyramid mean shift for global real-time visual tracking
Image and Vision Computing
Experimental Assessment of Probabilistic Integrated Object Recognition and Tracking Methods
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Expanding Irregular Graph Pyramid for an Approaching Object
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Object Contour Tracking Using Foreground and Background Distribution Matching
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Semi-supervised particle filter for visual tracking
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
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 for target- tracking in FLIR imagery
WOCC'09 Proceedings of the 18th international conference on Wireless and Optical Communications Conference
Adaptive mean-shift tracking with auxiliary particles
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Object tracking based on the combination of learning and cascade particle filter
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Real time tracking using an active pan-tilt-zoom network camera
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Online adaptive radial basis function networks for robust object tracking
Computer Vision and Image Understanding
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
Discriminative mean shift tracking with auxiliary particles
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Adaptive multiple object tracking using colour and segmentation cues
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Improved object tracking using an adaptive colour model
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
An adaptive Bayesian technique for tracking multiple objects
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Object tracking by bidirectional learning with feature selection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
LDA based color information fusion for visual objects tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Rapid and robust human detection and tracking based on omega-shape features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Online subjective feature selection for occlusion management in tracking applications
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
On-line feature enhancement for adaptive object tracking
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Multi-object detection and tracking by stereo vision
Pattern Recognition
Detecting and extracting the photo composites using planar homography and graph cut
IEEE Transactions on Information Forensics and Security
RSMAT: Robust simultaneous modeling and tracking
Pattern Recognition Letters
Target tracking for mobile robot platforms via object matching and background anti-matching
Robotics and Autonomous Systems
Object tracking on FPGA-based smart cameras using local oriented energy and phase features
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Robust Pose Recognition of the Obscured Human Body
International Journal of Computer Vision
Dynamic multi-cue tracking with detection responses association
Proceedings of the international conference on Multimedia
Combined feature evaluation for adaptive visual object tracking
Computer Vision and Image Understanding
Closed-loop adaptation for robust tracking
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Journal of Real-Time Image Processing
A real time player tracking system for broadcast tennis video
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Tracking people in broadcast sports
Proceedings of the 32nd DAGM conference on Pattern recognition
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
Visual tracking via online manifold regularization
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Adaptive multi-cue tracking by online appearance learning
Neurocomputing
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
Robust tracking with discriminative ranking lists
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Human tracking by multiple kernel boosting with locality affinity constraints
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
International Journal of Computational Vision and Robotics
Online learning neural tracker
Neurocomputing
Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)
Pattern Recognition
Robust visual tracking using randomized forest and online appearance model
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Online feature weighting for human discrimination in a person following robot
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Visual tracking using online semi-supervised learning
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Solving multiple-target tracking using adaptive filters
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
A new framework for on-line object tracking based on SURF
Pattern Recognition Letters
Salient region detection using discriminative feature selection
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Linear Regression and Adaptive Appearance Models for Fast Simultaneous Modelling and Tracking
International Journal of Computer Vision
Recent advances and trends in visual tracking: A review
Neurocomputing
Visual object tracking via one-class SVM
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
An appearance-based approach to assistive identity inference using LBP and colour histograms
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
An experimental framework for evaluating PTZ tracking algorithms
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
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
Unconstrained multiple-people tracking
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
QP_TR trust region blob tracking through scale-space with automatic selection of features
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Online feature selection using mutual information for real-time multi-view object tracking
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
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
Blob tracking with adaptive feature selection and accurate scale determination
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Tracking objects using shape context matching
Neurocomputing
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
On-line multi-stage sorting algorithm for agriculture products
Pattern Recognition
A compact association of particle filtering and kernel based object tracking
Pattern Recognition
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
Mean-Shift object tracking with a novel back-projection calculation method
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Combining discriminative and descriptive models for tracking
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Robust Visual Tracking Using an Effective Appearance Model Based on Sparse Coding
ACM Transactions on Intelligent Systems and Technology (TIST)
Discriminative actions for recognising events
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
Feature subspace selection for efficient video retrieval
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
One-shot visual appearance learning for mobile manipulation
International Journal of Robotics Research
Online modeling of proactive moderation system for auction fraud detection
Proceedings of the 21st international conference on World Wide Web
A large margin framework for single camera offline tracking with hybrid cues
Computer Vision and Image Understanding
Intrackability: Characterizing Video Statistics and Pursuing Video Representations
International Journal of Computer Vision
Online multiple instance gradient feature selection for robust visual tracking
Pattern Recognition Letters
Robotics and Autonomous Systems
Real-time visual tracking via online weighted multiple instance learning
Pattern Recognition
Real-time pedestrian learning-tracking with information fusion
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Online crowdsourcing subjective image quality assessment
Proceedings of the 20th ACM international conference on Multimedia
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
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Feature prominence-based weighting scheme for video tracking
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Color invariant SURF in discriminative object tracking
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Target Tracking Using Multiple Patches and Weighted Vector Median Filters
Journal of Mathematical Imaging and Vision
Robust visual tracking with discriminative sparse learning
Pattern Recognition
Sparse coding based visual tracking: Review and experimental comparison
Pattern Recognition
Visual tracking by proto-objects
Pattern Recognition
Realtime facial animation with on-the-fly correctives
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Markov Chain Monte Carlo Modular Ensemble Tracking
Image and Vision Computing
On-line Support Vector Regression of the transition model for the Kalman filter
Image and Vision Computing
Shape priors extraction and application for geodesic distance transforms in images and videos
Pattern Recognition Letters
On-line object tracking with semi-supervised boosting based particle filter
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Using appearance re-matching to improve real-time compressive tracking
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
An improved real-time compressive tracking method
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
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
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Finite asymmetric generalized Gaussian mixture models learning for infrared object detection
Computer Vision and Image Understanding
Visual tracking based on Distribution Fields and online weighted multiple instance learning
Image and Vision Computing
Artificial Intelligence in Medicine
Visual tracking via weakly supervised learning from multiple imperfect oracles
Pattern Recognition
Computer Vision and Image Understanding
Object tracking using learned feature manifolds
Computer Vision and Image Understanding
Transfer learning with one-class data
Pattern Recognition Letters
Co-trained generative and discriminative trackers with cascade particle filter
Computer Vision and Image Understanding
Multiple human tracking system for unpredictable trajectories
Machine Vision and Applications
Robust object tracking using enhanced random ferns
The Visual Computer: International Journal of Computer Graphics
Efficient tracking using a robust motion estimation technique
Multimedia Tools and Applications
Adaptive on-line similarity measure for direct visual tracking
Image and Vision Computing
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This paper presents an online feature selection mechanism for evaluating multiple features while tracking and adjusting the set of features used to improve tracking performance. Our hypothesis is that the features that best discriminate between object and background are also best for tracking the object. Given a set of seed features, we compute log likelihood ratios of class conditional sample densities from object and background to form a new set of candidate features tailored to the local object/background discrimination task. The two-class variance ratio is used to rank these new features according to how well they separate sample distributions of object and background pixels. This feature evaluation mechanism is embedded in a mean-shift tracking system that adaptively selects the top-ranked discriminative features for tracking. Examples are presented that demonstrate how this method adapts to changing appearances of both tracked object and scene background. We note susceptibility of the variance ratio feature selection method to distraction by spatially correlated background clutter and develop an additional approach that seeks to minimize the likelihood of distraction.