Improved Tiny YOLOv4 Algorithm and Its Application in Pedestrian Detection

Yong Xuan; Chao Han; Wenhan Sha

doi:10.3788/LOP202259.1215002

Laser & Optoelectronics Progress, Volume. 59, Issue 12, 1215002(2022)

Improved Tiny YOLOv4 Algorithm and Its Application in Pedestrian Detection

Yong Xuan¹, Chao Han^1、*, and Wenhan Sha²

¹Key Laboratory of Advanced Perception and Intelligent Control of High-End Equipment, Ministry of Education, Anhui Polytechnic University, Wuhu 241000, Anhui , China

²Chery New Energy Automobile Co., Ltd., Wuhu 241000, Anhui , China

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Yong Xuan, Chao Han, Wenhan Sha. Improved Tiny YOLOv4 Algorithm and Its Application in Pedestrian Detection[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1215002

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Paper Information

Category: Machine Vision

Received: Apr. 14, 2021

Accepted: Jun. 2, 2021

Published Online: May. 23, 2022

The Author Email: Chao Han (hanchaozh@126.com)

DOI:10.3788/LOP202259.1215002

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology