High-Precision and Lightweight Object Detection Model for Drone Aerial Photography Images

Xiangyang Zhao; Zaifeng Shi; Yunfeng Wang; Xiaowei Niu; Tao Luo

doi:10.3788/LOP241103

Laser & Optoelectronics Progress, Volume. 61, Issue 24, 2437010(2024)

High-Precision and Lightweight Object Detection Model for Drone Aerial Photography Images

Xiangyang Zhao¹, Zaifeng Shi^1,3、*, Yunfeng Wang¹, Xiaowei Niu¹, and Tao Luo²

Author Affiliations

¹School of Microelectronics, Tianjin University, Tianjin 300072, China

²College of Intelligence and Computing, Tianjin University, Tianjin 300072, China

³Tianjin Key Laboratory of Imaging and Sensing Microelectronic Technology, Tianjin 300072, China

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Xiangyang Zhao, Zaifeng Shi, Yunfeng Wang, Xiaowei Niu, Tao Luo. High-Precision and Lightweight Object Detection Model for Drone Aerial Photography Images[J]. Laser & Optoelectronics Progress, 2024, 61(24): 2437010

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Paper Information

Category: Digital Image Processing

Received: Apr. 15, 2024

Accepted: May. 20, 2024

Published Online: Dec. 16, 2024

The Author Email: Zaifeng Shi (shizaifeng@tju.edu.cn)

DOI:10.3788/LOP241103

CSTR:32186.14.LOP241103

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology