Laser & Optoelectronics Progress, Volume. 58, Issue 20, 2010013(2021)
Aerial Image Target Detection Algorithm Based on Improved CenterNet
Fig. 1. Algorithm flowchart
Fig. 2. Schematic diagram of deformable cavity convolution structure
Fig. 3. CBA-connection. (a) Overall structure diagram; (b) attention module flowchart
Fig. 4. Schematic diagram of backbone network structure
Fig. 5. Loss graph of different models
Fig. 6. Aerial image target detection effect display. (a) Structured information dropout; (b) false and missed detection targets construct new samples; (c) night scene; (d) strong light scene; (e) (f) gathering area
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Yanlei Xu, Jiran Liang, Guojun Dong, Zhuang Chen. Aerial Image Target Detection Algorithm Based on Improved CenterNet[J]. Laser & Optoelectronics Progress, 2021, 58(20): 2010013
Category: Image Processing
Received: Dec. 2, 2020
Accepted: Jan. 6, 2021
Published Online: Oct. 13, 2021
The Author Email: Liang Jiran (liang_jiran@tju.edu.cn)