Improved Faster R-CNN Target Detection Algorithm Based on Attention Mechanism and Soft-NMS

Fengsui Wang; Qisheng Wang; Jingang Chen; Furong Liu

doi:10.3788/LOP202158.2420001

Journals >Laser & Optoelectronics Progress >Volume 58 >Issue 24 >Page 2420001 > Article

Laser & Optoelectronics Progress
Vol. 58, Issue 24, 2420001 (2021)

Improved Faster R-CNN Target Detection Algorithm Based on Attention Mechanism and Soft-NMS

Fengsui Wang^{1、2、3、*}, Qisheng Wang^1、2、3, Jingang Chen^1、2、3, and Furong Liu^1、2、3

Author Affiliations

¹School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui 241000, China

²Anhui Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui 241000, China

³Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui 241000, China

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DOI: 10.3788/LOP202158.2420001 Cite this Article Set citation alerts

Fengsui Wang, Qisheng Wang, Jingang Chen, Furong Liu. Improved Faster R-CNN Target Detection Algorithm Based on Attention Mechanism and Soft-NMS[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2420001 Copy Citation Text

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