- 期刊
Mean-Shift Tracking Using Fuzzy Coding Histogram
並列摘要
In this paper, the fuzzy coding histogram representation for an image region is proposed for visual tracking. At the initial frame, we use the fuzzy clustering technology on all pixels within the initial detection box to get the cluster prototypes, which are used to construct the fuzzy codebook. During the tracking period, the candidate image region is also represented by a fuzzy coding histogram which is constructed by the fuzzy memberships. This representation can incorporate more feature information and enhance the tracking robustness. In addition, we use the cumulative distribution function between the fuzzy coding histograms to construct a cross-bin metric and use the mean-shift iteration to realize the robust visual tracking. Finally, some tracking experimental results are presented to demonstrate the effectiveness of the proposed approach.
被引用紀錄
延伸閱讀
- 鄭志國（2020）。Histogram Shifting- and Prediction Error Expansion-based Reversible Data Hiding for Encrypted Audios〔碩士論文，國立臺灣大學〕。華藝線上圖書館。https://doi.org/10.6342/NTU202003544
- Huang, H. J., Pang, S., Deng, Q., & Qin, J. H. (2015). A Component Histogram Map Based Text Similarity Detection Algorithm. International Journal of Network Security, 17(5), 637-642. https://doi.org/10.6633/IJNS.201509.17(5).15
- Li, B., Cheng, K., & Yu, Z. (2016). Histogram of Oriented Gradient Based Gist Feature for Building Recognition. Computational Intelligence and Neuroscience, 2016(), 367-375. https://doi.org/10.1155/2016/6749325
- Lee, W. T. (2009). Detecting Interest Points and Affine Regions Using Histogram Information [master's thesis, National Tsing Hua University]. Airiti Library. https://doi.org/10.6843/NTHU.2009.00609
- Chen, H. Y. (2006). Improving Histogram Approximation with Line Representation [master's thesis, National Tsing Hua University]. Airiti Library. https://doi.org/10.6843/NTHU.2006.00639