Laser & Optoelectronics Progress, Volume. 59, Issue 2, 0215005(2022)
Fast Target Search Method Based on Feature Hierarchical Cascade Network
Figures & Tables(8)
Fig. 1. Flow chart of fast target search method based on feature hierarchical cascade network
Fig. 3. Legends of bottom-level features extraction for local location. (a) Query; (b)-(e) gallerys
Fig. 4. Structure diagram of target re-identification network with hierarchical cascade features
Table 1. Comparison of network speed and FLOPs
View tableTable 1. Comparison of network speed and FLOPs
Algorithm Speed /（frame⋅s-1） FLOPs Baseline 7 183.6 Proposed algorithm 13 33.5
Table 2. Comparison of mAP of different algorithms
View tableTable 2. Comparison of mAP of different algorithms
Algorithm Market1501 DukeMTMC-reid Baseline 86.1 76.4 Proposed algorithm 88.5 78.2
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Haoyang Tang, Cong Wu, Yang Liu, Yuxiang Zhai, Dongfang Yang. Fast Target Search Method Based on Feature Hierarchical Cascade Network[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0215005
Paper Information
Category: Machine Vision
Received: Feb. 25, 2021
Accepted: Apr. 14, 2021
Published Online: Dec. 29, 2021
The Author Email: Yang Liu (liuyang@xupt.edu.cn)
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