Scale Adaptive Kernel Correlation Filtering for Target Tracking

Meifeng Gao; Xiaoxuan Zhang

doi:10.3788/LOP55.041501

Journals >Laser & Optoelectronics Progress >Volume 55 >Issue 4 >Page 041501 > Article

Laser & Optoelectronics Progress
Vol. 55, Issue 4, 041501 (2018)

Scale Adaptive Kernel Correlation Filtering for Target Tracking

Meifeng Gao and Xiaoxuan Zhang^*

Author Affiliations

Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, China

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DOI: 10.3788/LOP55.041501 Cite this Article Set citation alerts

Meifeng Gao, Xiaoxuan Zhang. Scale Adaptive Kernel Correlation Filtering for Target Tracking[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041501 Copy Citation Text

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Fig. 1. Comparison of tracking results of different algorithms. (a) Singer1; (b) Car4; (c) Walking2; (d) Jogging2; (e) CarScale; (f) Dog1

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DP and SR plots of different algorithms. (a) DP plots of OPE-SR; (b) DP plots of OPE-OCC; (c) DP plots of OPE; (d) SR plots of OPE-SR; (e) SR plots of OPE-OCC; (f) SR plots of OPE

Fig. 2. DP and SR plots of different algorithms. (a) DP plots of OPE-SR; (b) DP plots of OPE-OCC; (c) DP plots of OPE; (d) SR plots of OPE-SR; (e) SR plots of OPE-OCC; (f) SR plots of OPE

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Factor	Struck		MIL		STC		CT		CSK		TLD		KCF		Proposed
Factor	V_DP	V_SR	V_DP	V_SR	V_DP	V_SR	V_DP	V_SR	V_DP	V_SR	V_DP	V_SR	V_DP	V_SR	V_DP	V_SR
Scalevariation	0.327	0.387	0.301	0.329	0.286	0.334	0.267	0.291	0.293	0.341	0.372	0.399	0.339	0.401	0.570	0.554
OCC	0.388	0.412	0.312	0.329	0.263	0.319	0.290	0.308	0.338	0.365	0.348	0.412	0.466	0.487	0.501	0.505
AC	0.427	0.446	0.354	0.348	0.315	0.346	0.287	0.294	0.373	0.389	0.411	0.419	0.479	0.492	0.561	0.545

Table 1. Comparison data of different algorithms

Meifeng Gao, Xiaoxuan Zhang. Scale Adaptive Kernel Correlation Filtering for Target Tracking[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041501

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