Finding Trajectories of Feature Points in a Monocular Image Sequence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Point Correspondence in the Presence of Occlusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Establishing motion correspondence
CVGIP: Image Understanding
A review of statistical data association for motion correspondence
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Experimental Comparative Evaluation of Feature Point Tracking Algorithms
Proceedings of the Theoretical Foundations of Computer Vision, TFCV on Performance Characterization in Computer Vision
Tracking and Object Classification for Automated Surveillance
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Establishing motion correspondence using extended temporal scope
Artificial Intelligence
A Noniterative Greedy Algorithm for Multiframe Point Correspondence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gaussian and Laplacian of Gaussian weighting functions for robust feature based tracking
Pattern Recognition Letters
ACM Computing Surveys (CSUR)
Articulated motion reconstruction from feature points
Pattern Recognition
A differential geometric approach to representing the human actions
Computer Vision and Image Understanding
Extraction and temporal segmentation of multiple motion trajectories in human motion
Image and Vision Computing
A Comparison of Region Detectors for Tracking
Proceedings of the 30th DAGM symposium on Pattern Recognition
Automatic Tracking of Escherichia Coli Bacteria
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Real Time Object Tracking in a Video Sequence Using a Fixed Point DSP
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Identifying people in camera networks using wearable accelerometers
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Tracking feature points: dynamic programming algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Collaboration of spatial and feature attention for visual tracking
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Real-time monitoring of water quality using temporal trajectory of live fish
Expert Systems with Applications: An International Journal
Multi-feature graph-based object tracking
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
Extraction of multiple motion trajectories in human motion
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Real-time automatic kinematic model building for optical motion capture using a Markov random field
HCI'07 Proceedings of the 2007 IEEE international conference on Human-computer interaction
Behavior based robot localisation using stereo vision
RobVis'08 Proceedings of the 2nd international conference on Robot vision
Trajectory analysis in natural images using mixtures of vector fields
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Trajectory classification using switched dynamical hidden Markov models
IEEE Transactions on Image Processing
Tasking networked CCTV cameras and mobile phones to identify and localize multiple people
Proceedings of the 12th ACM international conference on Ubiquitous computing
Visual affect recognition
Tracking clathrin coated pits with a multiple hypothesis based method
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Efficient marker matching using pair-wise constraints in physical therapy
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Optimal-flow minimum-cost correspondence assignment in particle flow tracking
Computer Vision and Image Understanding
Visual tracking using the Earth Mover's Distance between Gaussian mixtures and Kalman filtering
Image and Vision Computing
Pursuing atomic video words by information projection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Detection and tracking of multiple similar objects based on color-pattern
AIS'11 Proceedings of the Second international conference on Autonomous and intelligent systems
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
Overlapping Mixtures of Gaussian Processes for the data association problem
Pattern Recognition
Intelligent video surveillance system: 3-tier context-aware surveillance system with metadata
Multimedia Tools and Applications
Intrackability: Characterizing Video Statistics and Pursuing Video Representations
International Journal of Computer Vision
A new perspective on object tracking based on BYY and five action circling
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Accurate and fast 3D tracking of dense particle swarms
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
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
Symmetry-driven accumulation of local features for human characterization and re-identification
Computer Vision and Image Understanding
Multiple target tracking using frame triplets
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Video event description in scene context
Neurocomputing
Robotics and Autonomous Systems
Visual tracking based on Distribution Fields and online weighted multiple instance learning
Image and Vision Computing
A visualization framework for team sports captured using multiple static cameras
Computer Vision and Image Understanding
Incremental object learning and robust tracking of multiple objects from RGB-D point set data
Journal of Visual Communication and Image Representation
Persistent tracking of static scene features using geometry
Computer Vision and Image Understanding
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This paper studies the motion correspondence problem for which a diversity of qualitative and statistical solutions exist. We concentrate on qualitative modeling, especially in situations where assignment conflicts arise either because multiple features compete for one detected point or because multiple detected points fit a single feature point. We leave out the possibility of point track initiation and termination because that principally conflicts with allowing for temporary point occlusion. We introduce individual, combined, and global motion models and fit existing qualitative solutions in this framework. Additionally, we present a new efficient tracking algorithm that satisfies these驴possibly constrained驴models in a greedy matching sense, including an effective way to handle detection errors and occlusion. The performance evaluation shows that the proposed algorithm outperforms existing greedy matching algorithms. Finally, we describe an extension to the tracker that enables automatic initialization of the point tracks. Several experiments show that the extended algorithm is efficient, hardly sensitive its few parameters, and qualitatively better than other algorithms, including the presumed optimal statistical multiple hypothesis tracker.