The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Patterns of Activity Using Real-Time Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region Tracking via Level Set PDEs without Motion Computation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonlinear Shape Statistics in Mumford-Shah Based Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
A Variational Framework for Joint Segmentation and Registration
MMBIA '01 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'01)
Robust online appearance models for visual tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
An object-based video coding framework for video sequences obtained from static cameras
Proceedings of the 13th annual ACM international conference on Multimedia
ACM Computing Surveys (CSUR)
Moving object tracking under varying illumination conditions
Pattern Recognition Letters
Object tracking in the presence of occlusions via a camera network
Proceedings of the 6th international conference on Information processing in sensor networks
Tracking Deforming Objects Using Particle Filtering for Geometric Active Contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting and segmenting humans in crowded scenes
Proceedings of the 15th international conference on Multimedia
Robust Object Tracking Via Online Dynamic Spatial Bias Appearance Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
Occlusion analysis: Learning and utilising depth maps in object tracking
Image and Vision Computing
A differential geometric approach to representing the human actions
Computer Vision and Image Understanding
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
Robust object tracking with background-weighted local kernels
Computer Vision and Image Understanding
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Timed trajectory generation using dynamical systems: Application to a Puma arm
Robotics and Autonomous Systems
A local-motion-based probabilistic model for visual tracking
Pattern Recognition
Tracking as Segmentation of Spatial-Temporal Volumes by Anisotropic Weighted TV
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Multimedia Tools and Applications
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Real time architectures for moving-objects tracking
ARC'07 Proceedings of the 3rd international conference on Reconfigurable computing: architectures, tools and applications
Visual tracking by hypothesis testing
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Joint tracking and segmentation of objects using graph cuts
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Object tracking via uncertainty minimization
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Depth perceptual region-of-interest based multiview video coding
Journal of Visual Communication and Image Representation
Localized null space representation for dynamic updating and downdating in image and video databases
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Effective object tracking by matching object and background models using active contours
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Interactive rotoscoping: extracting and tracking object sketch
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Contour tracking with abrupt motion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Deform PF-MT: particle filter with mode tracker for tracking nonaffine contour deformations
IEEE Transactions on Image Processing
Multimedia Tools and Applications
Joint multitarget object tracking and interaction analysis by a probabilistic bio-inspired model
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams
Combined feature evaluation for adaptive visual object tracking
Computer Vision and Image Understanding
A determined binary level set method based on mean shift for contour tracking
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
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
Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system
Pattern Recognition Letters
Visual tracking using the Earth Mover's Distance between Gaussian mixtures and Kalman filtering
Image and Vision Computing
Tracking of multiple objects using optical flow based multiscale elastic matching
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)
Pattern Recognition
Classification and quantification of occlusion using hidden markov model
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Multiregion level set tracking with transformation invariant shape priors
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Visual tracking by adaptive kalman filtering and mean shift
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
An efficient continuous tracking system in real-time surveillance application
Journal of Network and Computer Applications
Implicit free-form-deformations for multi-frame segmentation and tracking
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
An improved real-time contour tracking algorithm using fast level set method
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
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 large margin framework for single camera offline tracking with hybrid cues
Computer Vision and Image Understanding
Intelligent video surveillance system: 3-tier context-aware surveillance system with metadata
Multimedia Tools and Applications
Shape based appearance model for kernel tracking
Image and Vision Computing
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
Object tracking in the presence of occlusions using multiple cameras: A sensor network approach
ACM Transactions on Sensor Networks (TOSN)
Symmetry-driven accumulation of local features for human characterization and re-identification
Computer Vision and Image Understanding
Semantic video content annotation at the object level
Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia
Video event description in scene context
Neurocomputing
Integrating tracking with fine object segmentation
Image and Vision Computing
The matching of infrared markers for tracking objects using stereo pairs
Pattern Recognition and Image Analysis
Regressing Local to Global Shape Properties for Online Segmentation and Tracking
International Journal of Computer Vision
Hi-index | 0.14 |
We propose a tracking method which tracks the complete object regions, adapts to changing visual features, and handles occlusions. Tracking is achieved by evolving the contour from frame to frame by minimizing some energy functional evaluated in the contour vicinity defined by a band. Our approach has two major components related to the visual features and the object shape. Visual features (color, texture) are modeled by semiparametric models and are fused using independent opinion polling. Shape priors consist of shape level sets and are used to recover the missing object regions during occlusion. We demonstrate the performance of our method on real sequences with and without object occlusions.