Multi-Modality Deep Restoration of Extremely Compressed Face Videos

Arguably the most common and salient object in daily video communications is the talking head, as encountered in social media, virtual classrooms, teleconferences, news broadcasting, talk shows, etc. When communication bandwidth is limited by network congestions or cost effectiveness, compression ar...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 45; no. 2; pp. 2024 - 2037
Main Authors:	Zhang, Xi, Wu, Xiaolin
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.02.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Acuity Artificial neural networks Cost effectiveness Deep neural networks Face recognition face videos Faces Image coding Image restoration multi-modality Salience Task analysis Video communication Video compression video restoration Videos
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
Online Access:	Get full text
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