Device Interoperability for Learned Image Compression with Weights and Activations Quantization

Learning-based image compression has improved to a level where it can outperform traditional image codecs such as HEVC and VVC in terms of coding performance. In addition to good compression performance, device interoperability is essential for a compression codec to be deployed, i.e., encoding and...

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Veröffentlicht in:	Picture Coding Symposium S. 151 - 155
Hauptverfasser:	Koyuncu, Esin, Solovyev, Timofey, Alshina, Elena, Kaup, Andre
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 07.12.2022
Schlagworte:	Codecs Decoding device interoperability Entropy Image coding Interoperability learning-based image compression neural network quantization Performance evaluation Quantization (signal)
ISSN:	2472-7822
Online-Zugang:	Volltext
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