Explore human parsing modality for action recognition

Explore human parsing modality for action recognition

Abstract Multimodal‐based action recognition methods have achieved high success using pose and RGB modality. However, skeletons sequences lack appearance depiction and RGB images suffer irrelevant noise due to modality limitations. To address this, the authors introduce human parsing feature map as...

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Bibliographic Details
Main Authors: Jinfu Liu, Runwei Ding, Yuhang Wen, Nan Dai, Fanyang Meng, Fang‐Lue Zhang, Shen Zhao, Mengyuan Liu
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:CAAI Transactions on Intelligence Technology
Subjects:
action recognition
human parsing
human skeletons
Online Access:https://doi.org/10.1049/cit2.12366
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