Researching | Lightweight YOLOv3 Algorithm for Small Object Detection

Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1610008(2022)

Lightweight YOLOv3 Algorithm for Small Object Detection

Guanrong Zhang¹, Xiang Chen¹, Yu Zhao^1、*, Jianjun Wang², and Guobiao Yi³

Author Affiliations

¹Aeronautics Engineering College, Air Force Engineering University, Xi’an 710038, Shaanxi , China

²School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, Shaanxi , China

³Unit 95696 of the Chinese People’s Liberation Army, 405200, Chongqing , China

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Guanrong Zhang, Xiang Chen, Yu Zhao, Jianjun Wang, Guobiao Yi. Lightweight YOLOv3 Algorithm for Small Object Detection[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1610008

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Paper Information

Category: Image Processing

Received: Mar. 29, 2021

Accepted: Jul. 13, 2021

Published Online: Jul. 22, 2022

The Author Email: Yu Zhao (5325975@qq.com)

DOI:10.3788/LOP202259.1610008

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology