Deep Learning Methods for Ship Classification: From Visible to Infrared Images

• Published in: 2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI) pp. 1116 - 1120
• Main Authors: Liu, Tianci, Qin, Hengjia, Zhan, Zhuo, Liu, Yunpeng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2023
• Subjects: Convolutional neural networks; Deep learning; Image recognition; infrared images; Marine vehicles; neural network; Ship recognition; Target recognition; Visualization

Deep learning methods have achieved excellent performances on visual tasks of target recognition and classification. The rapid development of autonomous seafaring vessels comes up with the requirement to recognize other maritime ships day and night. However, the recognition of ships based on the dee...