Improved YOLO V3 Algorithm and Its Application in Small Target Detection

Moran Ju; Haibo Luo; Zhongbo Wang; Miao He; Zheng Chang; Bin Hui

doi:10.3788/AOS201939.0715004

Acta Optica Sinica, Volume. 39, Issue 7, 0715004(2019)

Improved YOLO V3 Algorithm and Its Application in Small Target Detection

Moran Ju^{1,2,3,4,5、*}, Haibo Luo^1,2,4,5, Zhongbo Wang^1,2,3,4,5, Miao He^1,2,3,4,5, Zheng Chang^1,2,4,5, and Bin Hui^1,2,4,5

Author Affiliations

¹ Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China

² Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China

³ University of Chinese Academy of Sciences, Beijing 100049, China

⁴ Key Laboratory of Opt-Electronic Information Processing, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China

⁵ The Key Laboratory of Image Understanding and Computer Vision, Shenyang, Liaoning 110016, China

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Moran Ju, Haibo Luo, Zhongbo Wang, Miao He, Zheng Chang, Bin Hui. Improved YOLO V3 Algorithm and Its Application in Small Target Detection[J]. Acta Optica Sinica, 2019, 39(7): 0715004

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Paper Information

Category: Machine Vision

Received: Jan. 11, 2019

Accepted: Mar. 22, 2019

Published Online: Jul. 16, 2019

The Author Email: Ju Moran (jumoran@sia.cn)

DOI:10.3788/AOS201939.0715004

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