Global-Sampling Spatial-Attention Module and its Application in Image Classification and Small Object Detection and Recognition

Jingyu Lu; Haiyang Zhang; Wenxin Wang; Changming Zhao

doi:10.3788/LOP231933

Laser & Optoelectronics Progress, Volume. 61, Issue 10, 1037009(2024)

Global-Sampling Spatial-Attention Module and its Application in Image Classification and Small Object Detection and Recognition

Jingyu Lu^1,2,3, Haiyang Zhang^1,2,3、*, Wenxin Wang^1,2,3, and Changming Zhao^1,2,3

Author Affiliations

¹School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081

²Key Laboratory of Optoelectronic Imaging Technology and Systems, Ministry of Education, Beijing 100081

³Key Laboratory of Information Photonics Technology, Ministry of Industry and Information Technology, Beijing 100081

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Jingyu Lu, Haiyang Zhang, Wenxin Wang, Changming Zhao. Global-Sampling Spatial-Attention Module and its Application in Image Classification and Small Object Detection and Recognition[J]. Laser & Optoelectronics Progress, 2024, 61(10): 1037009

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Paper Information

Category: Digital Image Processing

Received: Aug. 18, 2023

Accepted: Oct. 9, 2023

Published Online: Apr. 29, 2024

The Author Email: Haiyang Zhang (ocean@bit.edu.cn)

DOI:10.3788/LOP231933

CSTR:32186.14.LOP231933

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology