Browsing NTNU Open by Author "Panchi, Nabil"

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Towards automated identification of ice features for surface vessels using deep learning

Kim, Ekaterina; Panchi, Nabil; Dahiya, Gurvinder (Journal article; Peer reviewed, 2019)

Ship traffic in ice exposed areas is increasing, and ice navigation is largely a manual task. Despite the progress in machine learning and computer vision algorithms, little focus has been given to computer-aided scene ...
Understanding Polar Environment: Preliminary Results from Deep-Learning-based Segmentation of Optical Ice Images

Panchi, Nabil; Kim, Ekaterina; Bhattacharyya, Anirban (Chapter, 2019)

Computer vision-aided scene understanding has drawn much attention, especially in autonomous vehicles and advanced driver assistance systems. Image segmentation forms the core of these systems, which is required for effective ...