Real-Time CNN Training and Compression for Neural-Enhanced Adaptive Live Streaming

We propose a real-time convolutional neural network (CNN) training and compression method for delivering high-quality live video even in a poor network environment. The server delivers a low-resolution video segment along with the corresponding CNN for super resolution (SR), after which the client a...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 9 vom: 14. Aug., Seite 6023-6039
1. Verfasser: Jeong, Seunghwa (VerfasserIn)
Weitere Verfasser: Kim, Bumki, Cha, Seunghoon, Seo, Kwanggyoon, Chang, Hayoung, Lee, Jungjin, Kim, Younghui, Noh, Junyong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article