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» Tracking Appearances with Occlusions
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CVPR
2007
IEEE
14 years 2 months ago
Multiple Target Tracking Using Spatio-Temporal Markov Chain Monte Carlo Data Association
We propose a framework for general multiple target tracking, where the input is a set of candidate regions in each frame, as obtained from a state of the art background learning, ...
Qian Yu, Gérard G. Medioni, Isaac Cohen
ICRA
2005
IEEE
174views Robotics» more  ICRA 2005»
14 years 1 months ago
A Deformable Object Tracking Algorithm Robust to Occlusions and Spurious Edges
— Deformable object tracking is used in many robotics applications including biomanipulation, vision-based force sensing, and the control of deformable structures. A tracking alg...
Michael A. Greminger, Bradley J. Nelson
CVPR
2008
IEEE
14 years 9 months ago
Face tracking and recognition with visual constraints in real-world videos
We address the problem of tracking and recognizing faces in real-world, noisy videos. We track faces using a tracker that adaptively builds a target model reflecting changes in ap...
Minyoung Kim, Sanjiv Kumar, Vladimir Pavlovic, Hen...
MVA
2007
140views Computer Vision» more  MVA 2007»
13 years 9 months ago
A Review of Tracking Methods under Occlusions
Object tracking in computer vision refers to the task of tracking individual moving objects accurately from one frame to another in an image sequence. Several tracking methods hav...
Zui Zhang, Massimo Piccardi
VIIP
2001
13 years 9 months ago
Automatic Tracking of Multiple Pedestrians with Group Formation and Occlusions
This work addresses the problem of automatic tracking of pedestrians observed by a fixed camera in outdoor scenes. Tracking isolated pedestrians is not a difficult task. The chall...
Pedro Mendes Jorge, Arnaldo J. Abrantes, Jorge S. ...