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Track-based and object-based occlusion for people tracking refinement in indoor surveillance
VSSN '04: Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networksPeople tracking deals with problems of shape changes, self-occlusions and track occlusions due to other interfering tracks and fixed objects that hide parts of the people shape. These problems are more critical in indoor surveillance and in particular ...
TRIC-track: Tracking by Regression with Incrementally Learned Cascades
ICCV '15: Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV)This paper proposes a novel approach to part-based tracking by replacing local matching of an appearance model by direct prediction of the displacement between local image patches and part locations. We propose to use cascaded regression with ...
Track initialization and re-identification for 3D multi-view multi-object tracking
AbstractWe propose a 3D multi-object tracking (MOT) solution using only 2D detections from monocular cameras, which automatically initiates/terminates tracks as well as resolves track appearance–reappearance and occlusions. Moreover, this approach does ...
Highlights- Novel 3D multi-object tracking models with re-identification features.
- A filter that performs 3D tracking by fusing multi-view 2D camera detections.
- Our Method automatically initializes/terminates, re-identifies, and handles ...
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![cover image Communications of the ACM](/cms/asset/286dc589-90cd-47a1-b3b0-3106cece318b/1022594.cover.gif)
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Association for Computing Machinery
New York, NY, United States
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