Intra-Frame Coding Using a Conditional Autoencoder

Exploiting spatial redundancy in images is responsible for a large gain in the performance of image and video compression. The main tool to achieve this is called intra-frame prediction. In most state-of-the-art video coders, intra prediction is applied in a block-wise fashion. Up to now angular pre...

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Bibliographic Details

Published in:	IEEE journal of selected topics in signal processing Vol. 15; no. 2; pp. 354 - 365
Main Authors:	Brand, Fabian, Seiler, Jurgen, Kaup, Andre
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.02.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Artificial neural networks Coders conditional autoencoder Decoding deep learning Encoding Image coding Image compression intra prediction Neural networks Prediction methods Redundancy Training Video coder Video compression
ISSN:	1932-4553, 1941-0484
Online Access:	Get full text
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