Luka Murn — accepted AI-conference papers

2023

Efficient Super-Resolution for Compression Of Gaming Videos

Yifan Wang, Luka Murn, Luis Herranz, Fei Yang, Marta Mrak, Wei Zhang +2

ICASSP 2023accepted

Due to the increasing demand for game-streaming services, efficient compression of computer-generated video is more critical than ever, especially when the available bandwidth is low. This paper proposes a super-resolution framework that improves the coding efficiency of computer-generated gaming vi…

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2023

Semantic Preprocessor for Image Compression for Machines

Mingyi Yang, Luis Herranz, Fei Yang, Luka Murn, Marc Górriz Blanch, Shuai Wan +2

ICASSP 2023accepted

Visual content is being increasingly transmitted and consumed by machines rather than humans to perform automated content analysis tasks. In this paper, we propose an image preprocessor that optimizes the input image for machine consumption prior to encoding by an off-the-shelf codec designed for hu…

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