Multi-Scale Polar Object Detection Based on Computer Vision

• Published in: Water
• Main Authors: Shifeng Ding, Dinghan Zeng, Li Zhou, Sen Han, Fang Li, Qingkai Wang
• Format: Article in Journal/Newspaper
• Language: English
• Published: MDPI AG 2023
• Subjects: computer vision; single-shot detector (SSD); You Only Look Once (YOLOv5); multi-source data; polar object; remote sensing image; Hydraulic engineering; TC1-978; Water supply for domestic and industrial purposes; TD201-500; Pyramid; Sea ice
• Online Access: https://doi.org/10.3390/w15193431; https://doaj.org/article/b3e45a195c7f4c14a70568aff353f6b6

When ships navigate in polar regions, they may collide with ice masses, which may cause structural damage and endanger the safety of their occupants. Therefore, it is essential to promptly detect sea ice, icebergs, and passing ships. However, individual data sources have limits and should be combine...