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20 May 2009 Layered fast correlation tracking algorithm combined with target feature
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Abstract
A new correlation tracking algorithm, layered fast correlation tracking algorithm combined with target feature, is proposed for target tracking in image sequences. Based on traditional correlation tracking algorithm, according to resolution of real-time image, the proposed algorithm chooses the designated layer image. At the same time the proposed algorithm uses a new search method combined with the target features to predict matching position, which can improve the matching precision and reduce computational complexity. In addition, the experimental results indicate that the proposed algorithm can overcome the influence of gray mutation and satisfy the requirement of real-time.
© (2009) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Yang Bai, Hong-guang Jia, Li-hong Guo, and Rong-hui Zhang "Layered fast correlation tracking algorithm combined with target feature", Proc. SPIE 7283, 4th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optical Test and Measurement Technology and Equipment, 72834G (20 May 2009); https://doi.org/10.1117/12.828826
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