A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis

Facial expression analysis could be greatly improved by incorporating spatial and temporal patterns present in facial behavior, but the patterns have not yet been utilized to their full advantage. We remedy this via a novel dynamic model-an interval temporal restricted Boltzmann machine (IT-RBM) - t...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 9 vom: 01. Sept., Seite 2082-2095
Auteur principal: Wang, Shangfei (Auteur)
Autres auteurs: Zheng, Zhuangqiang, Yin, Shi, Yang, Jiajia, Ji, Qiang
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't