Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression

Image Coding for Machines (ICM) is becoming more important as research in computer vision progresses. ICM is a vital research field that pursues the use of images for image recognition models, facilitating efficient image transmission and storage. Demand and required performance for recognition mode...

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Bibliographic Details

Published in:	Proceedings of IEEE International Symposium on Consumer Electronics pp. 1 - 6
Main Authors:	Shindo, Takahiro, Watanabe, Taiju, Tatsumi, Yui, Watanabe, Hiroshi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.01.2025
Subjects:	Computational modeling Delta Distribution Entropy Gaussian distribution Image coding Image Coding for Machines Image recognition Image texture Learned Image Compression Performance evaluation Probability distribution Smart devices YOLO
ISSN:	2158-4001
Online Access:	Get full text
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