Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions ...

• Main Authors: de Lima, Rafael Pires, Vahedi, Behzad, Hughes, Nick, Barrett, Andrew P., Meier, Walter, Karimzadeh, Morteza
• Format: Article in Journal/Newspaper
• Language: unknown
• Published: arXiv 2023
• Subjects: Image and Video Processing eess.IV; Computer Vision and Pattern Recognition cs.CV; FOS Electrical engineering, electronic engineering, information engineering; FOS Computer and information sciences; Pyramid; Sea ice
• Online Access: https://dx.doi.org/10.48550/arxiv.2310.17122; https://arxiv.org/abs/2310.17122

Due to the growing volume of remote sensing data and the low latency required for safe marine navigation, machine learning (ML) algorithms are being developed to accelerate sea ice chart generation, currently a manual interpretation task. However, the low signal-to-noise ratio of the freely availabl...