Toward Polar Sea-Ice Classification using Color-based Segmentation and Auto-labeling of Sentinel-2 Imagery to Train an Efficient Deep Learning Model ...

• Main Authors: Iqrah, Jurdana Masuma, Koo, Younghyun, Wang, Wei, Xie, Hongjie, Prasad, Sushil
• Format: Article in Journal/Newspaper
• Language: unknown
• Published: arXiv 2023
• Subjects: Computer Vision and Pattern Recognition cs.CV; Machine Learning cs.LG; Image and Video Processing eess.IV; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Antarctic; The Antarctic; Ross Sea; The Sentinel; Antarc*; Sea ice
• Online Access: https://dx.doi.org/10.48550/arxiv.2303.12719; https://arxiv.org/abs/2303.12719

Global warming is an urgent issue that is generating catastrophic environmental changes, such as the melting of sea ice and glaciers, particularly in the polar regions. The melting pattern and retreat of polar sea ice cover is an essential indicator of global warming. The Sentinel-2 satellite (S2) c...