Research on small target ship recognition based on feature fusion method and hybrid attention model

Ronghui YAN; Qian GUO; Ming LEI; Yanxiang CAI; Jianfeng YANG

doi:10.19693/j.issn.1673-3185.03489

Chinese Journal of Ship Research, Volume. 19, Issue 6, 284(2024)

Research on small target ship recognition based on feature fusion method and hybrid attention model

Ronghui YAN¹, Qian GUO¹, Ming LEI¹, Yanxiang CAI², and Jianfeng YANG²

Author Affiliations

¹School of Intelligent Manufacturing and Smart Transportation,Suzhou City University, Suzhou 215006, China

²School of Electronic and Information Engineering, Soochow University, Suzhou 215006, China

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References(5)

[3] [3] SAHIN O, OZER S. YOLODrone: Improved YOLO architecture f object detection in drone images[C]2021 44th International Conference on Telecommunications Signal Processing (TSP). Brno, Czech Republic: IEEE, 2021: 361365.

[4] FENG Y C, DIAO W H, SUN X et al. Towards automated ship detection and category recognition from high-resolution aerial images[J]. Remote Sensing, 11, 1901(2019).

[5] WU D M, WANG H, LI J. Safety helmet detection and identification based on improved faster R-CNN[J]. Information Technology & Informatization, 1, 17-20(2020).

[10] [10] GAO P, DU L X. Improved dark channel pri image dehazing algithm[C]Proceedings of the 2nd International Conference on Mechanical Engineering, Industrial Materials Industrial Electronics (MEIMIE 2019). [S.1.]: Clausius Scientific Press, 2019: 198203.

[16] [16] ZHAO Y X, WANG S D. Research on realtime object detection based on Yolo algithm[C]Proceedings of the 3rd International Conference on Artificial Intelligence Engineering Applications (AIEA 2022). Wuhan: Wuhan Zhicheng Times Cultural Development Co., Ltd., 2022.

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Ronghui YAN, Qian GUO, Ming LEI, Yanxiang CAI, Jianfeng YANG. Research on small target ship recognition based on feature fusion method and hybrid attention model[J]. Chinese Journal of Ship Research, 2024, 19(6): 284

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Paper Information

Category: Weapon, Electronic and Information System

Received: Aug. 2, 2023

Accepted: --

Published Online: Mar. 14, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.03489

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology