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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Bibliographische Detailangaben

Veröffentlicht in:	Proceedings of IEEE International Symposium on Consumer Electronics S. 1 - 6
Hauptverfasser:	Shindo, Takahiro, Watanabe, Taiju, Tatsumi, Yui, Watanabe, Hiroshi
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 11.01.2025
Schlagworte:	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-Zugang:	Volltext
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