Activation extending based on long-range dependencies for weakly supervised semantic segmentation.

Activation extending based on long-range dependencies for weakly supervised semantic segmentation.

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Weakly supervised semantic segmentation (WSSS) principally obtains pseudo-labels based on the class activation maps (CAM) to handle expensive annotation resources. However, CAM easily involves false and local activation due to the the lack of annotation information. This paper suggests weakly superv...

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Bibliographic Details
Main Authors: Haipeng Liu, Yibo Zhao, Meng Wang, Meiyan Ma, Zhaoyu Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0288596&type=printable

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