Deep-Sea Fauna Segmentation: A Comparative Analysis of Convolutional and Vision Transformer Architectures at Lucky Strike Vent Field

Due to recent technological developments, the acquisition and availability of deep-sea imagery has increased exponentially in the last years, leading to an increasing backlog in image annotation and processing, attributable to limited specialized human resources. In this work, we investigate the per...

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Bibliographic Details
Main Authors: P. J. Soto Vega, G. X. Andrade-Miranda, G. A. O. P. da Costa, P. Papadakis, M. Matabos, T. Napoleon, A. Karine, H. Fagundes Gasparoto
Format: Article
Language:English
Published: Copernicus Publications 2024-11-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-annals.copernicus.org/articles/X-3-2024/387/2024/isprs-annals-X-3-2024-387-2024.pdf