Search Results for author: Ramin G. Youvalari

Found 2 papers, 0 papers with code

Bridging the gap between image coding for machines and humans

no code implementations19 Jan 2024 Nam Le, Honglei Zhang, Francesco Cricri, Ramin G. Youvalari, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu

Image coding for machines (ICM) aims at reducing the bitrate required to represent an image while minimizing the drop in machine vision analysis accuracy.

Adaptation and Attention for Neural Video Coding

no code implementations16 Dec 2021 Nannan Zou, Honglei Zhang, Francesco Cricri, Ramin G. Youvalari, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska Hannuksela, Esa Rahtu

In this work, we propose an end-to-end learned video codec that introduces several architectural novelties as well as training novelties, revolving around the concepts of adaptation and attention.

Image Compression Motion Estimation

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