• Laser & Optoelectronics Progress
  • Vol. 57, Issue 18, 181501 (2020)
Rui Yang1, Baohua Zhang1、*, Yanyue Zhang1, Xiaoqi Lü2, Yu Gu1, Yueming Wang1, Xin Liu1, Yan Ren1, and Jianjun Li1
Author Affiliations
  • 1School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia 0 14010, China
  • 2College of Information Engineering, Inner Mongolia University of Technology, Hohhot, Inner Mongolia 0 10051, China
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    DOI: 10.3788/LOP57.181501 Cite this Article Set citation alerts
    Rui Yang, Baohua Zhang, Yanyue Zhang, Xiaoqi Lü, Yu Gu, Yueming Wang, Xin Liu, Yan Ren, Jianjun Li. Moving Object Tracking Algorithm Based on Depth Feature Adaptive Fusion[J]. Laser & Optoelectronics Progress, 2020, 57(18): 181501 Copy Citation Text show less
    Results of improved SURF algorithm on different images. (a) 67th frame and 68th frame; (b) 60th frame and 65th frame image
    Fig. 1. Results of improved SURF algorithm on different images. (a) 67th frame and 68th frame; (b) 60th frame and 65th frame image
    Flow chart of proposed algorithm
    Fig. 2. Flow chart of proposed algorithm
    Performance comparison of different algorithms. (a) DSF; (b) proposed algorithm
    Fig. 3. Performance comparison of different algorithms. (a) DSF; (b) proposed algorithm
    Experimental results of different sequences in OTB-2015 data set. (a) Jogging-1; (b) Jogging-2; (c) Code; (d) Walking2; (e) David3; (f) Basketball
    Fig. 4. Experimental results of different sequences in OTB-2015 data set. (a) Jogging-1; (b) Jogging-2; (c) Code; (d) Walking2; (e) David3; (f) Basketball
    Accuracy and success rate of image sequences. (a) Accuracy curves; (b) success rate curves
    Fig. 5. Accuracy and success rate of image sequences. (a) Accuracy curves; (b) success rate curves
    AlgorithmMSTLDStruckDFTMTTMILCTASLAProposed
    Speed /(frame·s-1)60722231112726717
    Table 1. Comparison of tracking speed
    Rui Yang, Baohua Zhang, Yanyue Zhang, Xiaoqi Lü, Yu Gu, Yueming Wang, Xin Liu, Yan Ren, Jianjun Li. Moving Object Tracking Algorithm Based on Depth Feature Adaptive Fusion[J]. Laser & Optoelectronics Progress, 2020, 57(18): 181501
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