A selective review on target tracking algorithms

Kyanda Swaib Kaawaase; Feng Chi

doi:10.1117/12.913410

30 September 2011 A selective review on target tracking algorithms

Kyanda Swaib Kaawaase, Feng Chi

Proceedings Volume 8285, International Conference on Graphic and Image Processing (ICGIP 2011); 82851B (2011) https://doi.org/10.1117/12.913410
Event: 2011 International Conference on Graphic and Image Processing, 2011, Cairo, Egypt

Abstract

Growing research in computer vision obliges reliable and efficient target tracking methods. This letter proposes a review on target estimation and tracking algorithms grouped into two namely deterministic and nondeterministic based algorithms. Various issues affecting success and/or failure of such algorithms are discussed as well as presenting current references (fifty five in total) on the topic. In conclusion, no single algorithm can be ideal for all tracking problems. It is hoped that with only two groups of tracking and estimation algorithms, this work will guide tracking system designers on choosing a suitable algorithms for use.

Citation Download Citation

Kyanda Swaib Kaawaase and Feng Chi "A selective review on target tracking algorithms", Proc. SPIE 8285, International Conference on Graphic and Image Processing (ICGIP 2011), 82851B (30 September 2011); https://doi.org/10.1117/12.913410

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