Analysis of U-Net Based Image Segmentation Model on Underwater Images of Different Species of Fishes

• Published in: 2021 International Symposium on Ocean Technology (SYMPOL) pp. 1 - 5
• Main Authors: Thampi, Lidiya, Thomas, Rosemol, Kamal, Suraj, Balakrishnan, Arun A., Mithun Haridas, T. P., Supriya, M. H.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 09.12.2021
• Subjects: Analytical models; deep learning; Image segmentation; Marine technology; Navigation; Refining; semantic segmentation; Semantics; Solid modeling; U-Net; underwater images

Image segmentation is one of the key tasks for image processing in robotic vision, navigation, virtual reality, and augmented reality. Segmentation in underwater images can help to overcome many challenges in exploring vast marine biological resources and gene banks. This work compares the performan...