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20212025
most citedImage coding for machines: an end-to-end learned approach

118 citations · 126 across the 5 of their papers we have counts for

collaborators

5 papers

cs.MM2025

Merge Mode for Template-based Intra Mode Derivation (TIMD) in ECM

Mohsen Abdoli, Ramin G. Youvalari, Frank Plowman +1

This paper presents an intra coding tool, named Merge mode for Template-based Intra Mode Derivation (TIMD). TIMD-Merge has been adopted in the 15\textsuperscript{th} version of the…

cs.MM2024★ 1 cited

Video Compression Beyond VVC: Quantitative Analysis of Intra Coding Tools in Enhanced Compression Model (ECM)

Mohsen Abdoli, Ramin G. Youvalari, Karam Naser +2

A quantitative analysis of post-VVC luma and chroma intra tools is presented, focusing on their statistical behaviors, in terms of block selection rate under different conditions.…

eess.IV2024★ 7 cited

Bridging the gap between image coding for machines and humans

Nam Le, Honglei Zhang, Francesco Cricri +5

Image coding for machines (ICM) aims at reducing the bitrate required to represent an image while minimizing the drop in machine vision analysis accuracy. In many use cases, such a…

eess.IV2021

Adaptation and Attention for Neural Video Coding

Nannan Zou, Honglei Zhang, Francesco Cricri +6

Neural image coding represents now the state-of-the-art image compression approach. However, a lot of work is still to be done in the video domain. In this work, we propose an end-…

cs.CV2021★ 118 cited

Image coding for machines: an end-to-end learned approach

Nam Le, Honglei Zhang, Francesco Cricri +2

Over recent years, deep learning-based computer vision systems have been applied to images at an ever-increasing pace, oftentimes representing the only type of consumption for thos…