Search Results for author: Mikhail Mozerov

Found 3 papers, 1 papers with code

A Novel Framework for Image-to-image Translation and Image Compression

no code implementations25 Nov 2021 Fei Yang, Yaxing Wang, Luis Herranz, Yongmei Cheng, Mikhail Mozerov

Thus, we further propose a unified framework that allows both translation and autoencoding capabilities in a single codec.

Image Compression Image Restoration +4

Variable Rate Deep Image Compression with Modulated Autoencoder

1 code implementation11 Dec 2019 Fei Yang, Luis Herranz, Joost Van de Weijer, José A. Iglesias Guitián, Antonio López, Mikhail Mozerov

Addressing these limitations, we formulate the problem of variable rate-distortion optimization for deep image compression, and propose modulated autoencoders (MAEs), where the representations of a shared autoencoder are adapted to the specific rate-distortion tradeoff via a modulation network.

Image Compression Navigate +1

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