Conditional Encoder-Based Adaptive Deep Image Compression with Classification-Driven Semantic Awareness

Conditional Encoder-Based Adaptive Deep Image Compression with Classification-Driven Semantic Awareness

This paper proposes a new algorithm for adaptive deep image compression (DIC) that can compress images for different purposes or contexts at different rates. The algorithm can compress images with semantic awareness, which means classification-related semantic features are better protected in lossy...

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Bibliographic Details
Main Authors: Zhongyue Lei, Weicheng Zhang, Xuemin Hong, Jianghong Shi, Minxian Su, Chaoheng Lin
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Electronics
Subjects:
deep image coding
image semantic
adaptive coding
hybrid contexts
Online Access:https://www.mdpi.com/2079-9292/12/13/2781

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