Occlusion Geodesics (Multi-Object Tracking)


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http://lrs.icg.tugraz.at/download.php

[Code] Occlusion Geodesics (Multi-Object Tracking)


Occlusion Geodesics (Multi-Object Tracking)_第1张图片 We provide the code of our CVPR'14 paper Occlusion Geodesics for Online Multi-Object Tracking. In this work, we address the problem of correctly assigning noisy detection results to trajectories of multiple objects. In particular, we exploit the spatio-temporal evolution of occlusion regions, detector reliability, and target motion prediction to robustly handle missed detections. In combination with a conservative association scheme for visible objects, this allows for real-time tracking of multiple objects from a single static camera.

More information

Download: Code & demo data (~ 31 MB, MATLAB)

Selected Publications

  1. Occlusion Geodesics for Online Multi-Object Tracking (bib)Horst Possegger, Thomas Mauthner, Peter M. Roth, and Horst BischofIn Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014


Contact: Horst Possegger, Thomas Mauthner



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