Search Results for author: Maria Santamaria

Found 4 papers, 1 papers with code

Towards Transparent Application of Machine Learning in Video Processing

no code implementations26 May 2021 Luka Murn, Marc Gorriz Blanch, Maria Santamaria, Fiona Rivera, Marta Mrak

Machine learning techniques for more efficient video compression and video enhancement have been developed thanks to breakthroughs in deep learning.

BIG-bench Machine Learning Video Compression +1

Analytic Simplification of Neural Network based Intra-Prediction Modes for Video Compression

no code implementations23 Apr 2020 Maria Santamaria, Saverio Blasi, Ebroul Izquierdo, Marta Mrak

With the increasing demand for video content at higher resolutions, it is evermore critical to find ways to limit the complexity of video encoding tasks in order to reduce costs, power consumption and environmental impact of video services.

Video Compression

Estimation of Rate Control Parameters for Video Coding Using CNN

1 code implementation13 Mar 2020 Maria Santamaria, Ebroul Izquierdo, Saverio Blasi, Marta Mrak

As reference frames are essential for exploiting temporal redundancies, intra frames are usually assigned a larger portion of the available bits.

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