Adaptive Multi-part Target Representation for Tracking

In this paper we propose and evaluate an effective approach based on multiple colour histograms. The target is adaptively divided into non-overlapping regions. The proposed partition does not weaken the robustness of the colour histogram representation; it can be used to any class targets. Experimen...

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Bibliographic Details
Main Authors: Luo Mingqi, Wang Tuo, Zhou Bin
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201712801010
Description
Summary:In this paper we propose and evaluate an effective approach based on multiple colour histograms. The target is adaptively divided into non-overlapping regions. The proposed partition does not weaken the robustness of the colour histogram representation; it can be used to any class targets. Experimental results show that the proposed representation improve the tracking accuracy and decrease the number of iterations.
ISSN:2261-236X