Can a computer see what an ice expert sees? Multilabel ice objects classification with convolutional neural networks

• Published in: Results in Engineering
• Main Authors: Ekaterina Kim, Gurvinder Singh Dahiya, Sveinung Løset, Roger Skjetne
• Format: Article in Journal/Newspaper
• Language: English
• Published: Elsevier 2019
• Subjects: Technology; T; Arctic; Pancake; Fram Strait; Iceberg*
• Online Access: https://doi.org/10.1016/j.rineng.2019.100036; https://doaj.org/article/fc4cde881dfe46d39eeb424e3ae7ed91

Computer-aided scene analysis has drawn much attention, especially in autonomous navigation and advanced navigation assistance systems for surface vessels. In ice-infested waters, multilabel ice object classification and segmentation form the core of these systems, which are required for path-planni...