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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Vydané v:	Proceedings of IEEE International Symposium on Consumer Electronics s. 1 - 6
Hlavní autori:	Shindo, Takahiro, Watanabe, Taiju, Tatsumi, Yui, Watanabe, Hiroshi
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 11.01.2025
Predmet:	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
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