Coral Image Segmentation with Point-Supervision via Latent Dirichlet Allocation with Spatial Coherence

Deep neural networks provide remarkable performances on supervised learning tasks with extensive collections of labeled data. However, creating such large well-annotated data sets requires a considerable amount of resources, time and effort, especially for underwater images data sets such as corals...

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Bibliographic Details
Main Authors: Xi Yu, Bing Ouyang, Jose C. Principe
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/9/2/157