激光与光电子学进展, 2018, 55 (12): 121501, 网络出版: 2019-08-01
快速尺度自适应核相关滤波目标跟踪算法 
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Fast Scale Adaptive Kernel Correlation Filtering Algorithm for Target Tracking
图 & 表
图 1. 26个序列的精度和成功率。(a) OPE的精度;(b) SRE的精度;(c) TRE的精度;(d) OPE的成功率;(e) SRE的成功率;(f) TRE的成功率
Fig. 1. Precision and success rate of 26 sequences. (a) Precision of OPE; (b) precision of SRE; (c) precision of TRE; (d) success rate of OPE; (e) success rate of SRE; (f) success rate of TRE
图 2. KCF与FSAKCF在David、CarScale、Dog1序列上的跟踪效果。(a) David,跟踪帧数为11;(b) David,跟踪帧数为149;(c) David,跟踪帧数为462;(d) CarScale,跟踪帧数为11;(e) CarScale,跟踪帧数为167;(f) CarScale,跟踪帧数为242;(g) Dog1,跟踪帧数为11;(h) Dog1,跟踪帧数为733;(i) Dog1,跟踪帧数为1290
Fig. 2. Tracking effect of KCF and FSAKCF on sequences of David, CarScale, and Dog1. (a) David, tracking frame number of 11; (b) David, tracking frame number of 149; (c) David, tracking frame number of 462; (d) CarScale, tracking frame number of 11; (e) CarScale, tracking frame number of 167; (f) CarScale, tracking frame number of 242; (g) Dog1, tracking frame number of 11; (h) Dog1, tracking frame number of 733; (i) Dog1, tracking frame number of 1290
表 126个跟踪序列对应的帧数和序列属性
Table1. Frame numbers and sequence attributes of 26 tracking sequences
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表 29种跟踪算法的特点
Table2. Characteristics of 9 tracking algorithms
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何雪东, 周盛宗. 快速尺度自适应核相关滤波目标跟踪算法[J]. 激光与光电子学进展, 2018, 55(12): 121501. Xuedong He, Shengzong Zhou. Fast Scale Adaptive Kernel Correlation Filtering Algorithm for Target Tracking[J]. Laser & Optoelectronics Progress, 2018, 55(12): 121501.
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