Infrared and Laser Engineering, Volume. 50, Issue 3, 20200148(2021)
Siamese networks tracking algorithm integrating channel-interconnection-spatial attention
Figures & Tables(12)
Fig. 6. Qualitative results display of the 6 tracking algorithms over partial video sequences
Fig. 9. Tracking precision plots of 11 different attributes video sequences on OTB-2015 dataset
Fig. 10. Success plots of 11 different attributes video sequences on OTB-2015 dataset
Table 1. [in Chinese]
View tableView in ArticleTable 1. [in Chinese]
Layer name Kernel size Chan. map Template size Search size Channel output Stride CISAM Input 127×127 255×255 3 - No Conv1_1 3×3 64×3 125×125 253×253 64 1 No Conv1_2 3×3 64×64 123×123 251×251 64 1 No Pool1 2×2 61×61 125×125 64 2 No Conv2_1 3×3 128×64 59×59 123×123 128 1 No Conv2_2 3×3 128×128 57×57 121×121 128 1 Yes Pool2 2×2 28×28 60×60 128 2 No Conv3_1 3×3 256×128 26×26 58×58 256 1 No Conv3_2 3×3 256×256 24×24 56×56 256 1 No Conv3_3 3×3 256×256 22×22 54×54 256 1 Yes Pool3 2×2 11×11 27×27 256 2 No Conv4_1 3×3 512×256 9×9 25×25 512 1 No Conv4_2 3×3 512×512 7×7 23×23 512 1 No Conv4_3 3×3 512×512 5×5 21×21 512 1 Yes
Table 2. [in Chinese]
View tableView in ArticleTable 2. [in Chinese]
Device Product model Memory CPU Intel（R）Core（TM）i7-9700 16G Basic frequency 3.0 GHz GPU NVIDIA GeForce RTX-2060 6G
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Zhoujuan Cui, Junshe An, Tianshu Cui. Siamese networks tracking algorithm integrating channel-interconnection-spatial attention[J]. Infrared and Laser Engineering, 2021, 50(3): 20200148
Paper Information
Category: Image processing
Received: Apr. 26, 2020
Accepted: --
Published Online: Jul. 15, 2021
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