TR2005-013
Object Tracking in Low-Frame-Rate Video
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- "Object Tracking in Low-Frame-Rate Video", SPIE Conference on Image and Video Communications and Processing, March 2005, vol. 5685, pp. 72-79.BibTeX TR2005-013 PDF
- @inproceedings{Porikli2005mar,
- author = {Porikli, F. and Tuzel, O.},
- title = {Object Tracking in Low-Frame-Rate Video},
- booktitle = {SPIE Conference on Image and Video Communications and Processing},
- year = 2005,
- volume = 5685,
- pages = {72--79},
- month = mar,
- url = {https://www.merl.com/publications/TR2005-013}
- }
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- "Object Tracking in Low-Frame-Rate Video", SPIE Conference on Image and Video Communications and Processing, March 2005, vol. 5685, pp. 72-79.
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Research Areas:
Abstract:
In this paper, we present an object detection and tracking algorithm for low-frame-rate applications. We extend the standard mean-shift technique such that is is not limited within a single kernel but uses multiple kernels centered around high motion areas obtained by change detection. We also improve the convergence properties of the mean-shift by integrating two additional likelihood terms using object templates. Our simulations prove the effectiveness of the proposed method both under heavy occlusions and low frame rates down to 1-fps.
Related News & Events
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NEWS SPIE Conference on Image and Video Communications and Processing 2005: 2 publications by Oncel Tuzel and Ajay Divakaran Date: March 15, 2005
Where: SPIE Conference on Image and Video Communications and Processing
Research Area: Computer VisionBrief- The papers "Systematic Acquisition of Audio Classes for Elevator Surveillance" by Radhakrishnan, R. and Divakaran, A. and "Object Tracking in Low-Frame-Rate Video" by Porikli, F. and Tuzel, O. were presented at the SPIE Conference on Image and Video Communications and Processing.