Infrared and Laser Engineering, Volume. 50, Issue 2, 20200182(2021)
Target redetection method for object tracking based on correlation filter
Figures & Tables(13)
![[in Chinese]](/Images/icon/loading.gif){kind=icon}
Table 1. [in Chinese]
View tableView in ArticleTable 1. [in Chinese]
Attribute/Name Proposed method ECO DSST SRDCF KCF BACF LR 75.5 /68.9 76.0 /66.2 54.8/28.8 63.8/60.4 54.6/30.1 70.8/63.9 OPR 77.1 /71.1 75.9 /69.6 59.5/46.6 69.5/62.8 60.2/47.3 72.3/66.8 SV 78.5 /72.4 78.0 /71.0 61.6/38.8 72.4/65.8 57.7/37.2 73.8/69.2 OCC 72.2 /64.3 77.0 /69.3 62.8/43.3 69.2/59.7 59.2/45.1 72.0/64.2 DEF 82.3 /70.7 76.5/67.9 62.3/45.9 71.4/62.9 60.5/45.8 76.9 /70.5 MB 71.5 /68.1 71.0/65.8 52.0/38.2 73.7 /66.7 55.4/42.3 69.1/66.2 FM 73.1/68.4 76.1 /70.3 49.9/36.1 74.3 /68.8 53.9/39.6 73.7/ 70.3 IPR 73.3 /67.7 67.3/59.8 61.6/49.1 62.3/56.6 58.9/46.0 68.5 /62.6 OV 71.1 /62.0 73.1 /61.7 41.6/32.3 57.9/51.9 44.1/37.4 69.2/59.0 BC 74.4 /69.1 76.6 /71.7 68.9/54.6 73.6/63.6 62.5/50.0 71.5/66.1 IV 76.5 /70.0 71.6/66.7 70.8/49.0 74.4 /66.467.0/46.4 73.3/ 69.6
Table 2. [in Chinese]
View tableView in ArticleTable 2. [in Chinese]
Attribute/Name Proposed method ECO DSST SRDCF KCF BACF LR 78.4 /70.3 80.1 /66.2 56.5/32.1 66.8/62.8 57.7/36.5 71.8/65.9 OPR 82.8 /76.0 81.7 /74.4 66.3/51.2 75.0/67.6 67.6/53.7 78.0/71.8 SV 82.6 /75.3 80.8 /73.4 66.8/43.1 75.1/67.5 64.6/42.9 78.0/71.9 OCC 75.9 /71.5 79.9 /74.8 62.8/49.0 72.2/66.8 63.5/53.2 72.9/69.5 DEF 83.1 /73.9 81.2 /73.9 59.8/46.7 74.8/67.7 63.0/52.0 78.9/ 71.3 MB 79.5 /78.1 77.9 /75.2 59.1/50.1 77.5/73.7 60.5/52.4 74.8/73.7 FM 78.3/73.7 80.3 /75.1 59.0/46.7 77.3/72.0 62.9/50.4 79.5 /76.1 IPR 79.5 /72.6 75.3 /66.571.2/56.3 72.2/64.4 71.0/57.2 75.3 /67.8 OV 73.0 /66.9 76.3 /67.0 45.7/38.0 59.0/53.5 48.7/42.7 72.4/64.6 BC 81.0 /76.8 83.6 /78.5 72.0/57.2 78.4/70.3 71.6/60.2 77.6/73.5 IV 81.5 /77.778.7/75.4 73.3/55.3 78.1/73.7 71.3/53.8 80.3 /77.9
Table 3. [in Chinese]
View tableView in ArticleTable 3. [in Chinese]
Name/Attribute Camera motion Illumination change Motion change Occlusion Size change Mean Weighted mean Proposed methed 0.5900 0.6627 0.5147 0.4886 0.5215 0.5641 0.5727 BACF 0.4986 0.6924 0.4412 0.4413 0.4586 0.5265 0.4976 SRDCF 0.5909 0.6872 0.4900 0.4206 0.5053 0.5415 0.5377 DSST 0.5544 0.6765 0.4896 0.403 0.5194 0.383 0.5367 KCF 0.5034 0.4540 0.4219 0.4638 0.3625 0.4517 0.4610 ECO 0.5858 0.6597 0.4918 0.4254 0.5151 0.5465 0.5503 MOSSECA 0.4708 0.3911 0.3691 0.3639 0.3392 0.4086 0.4287
Table 4. [in Chinese]
View tableView in ArticleTable 4. [in Chinese]
Name/Attribute Camera motion Illumination change Motion change Occlusion Size change Mean Weighted mean Proposed methed 18.00 2.00 22.00 16.00 10.00 13.6667 15.6584 BACF 42.00 9.00 8.00 49.00 18.00 28.00 32.5734 SRDCF 34.00 8.00 31.00 20.00 20.00 21.1667 24.1220 DSST 49.00 6.00 6.00 50.00 18.00 28.00 28.6667 KCF 54.00 8.00 56.00 24.00 28.00 34.00 40.9333 ECO 15.00 0.00 12.00 17.00 7.00 9.1667 10.0788 MOSSECA 55.00 11.00 52.00 20.00 36.00 32.3333 38.1698
Table 5. [in Chinese]
Tools
Get Citation
Copy Citation Text
Shan Jiang, Chao Zhang, Cheng Han, Xiaoqiang Di. Target redetection method for object tracking based on correlation filter[J]. Infrared and Laser Engineering, 2021, 50(2): 20200182
Paper Information
Category: Image processing
Received: Oct. 15, 2020
Accepted: --
Published Online: Mar. 22, 2021
The Author Email:
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20