Frequency-Aware Hierarchical Image Compression for Humans and Machines

To achieve efficient compression for both human vision and machine perception, scalable coding methods have been proposed in recent years. However, existing methods do not fully eliminate the redundancy between features corresponding to different tasks, resulting in suboptimal coding performance. In...

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Veröffentlicht in:	Visual communications and image processing (Online) S. 1 - 5
Hauptverfasser:	Luo, Yue, Zhang, Zixiang, Kuang, Jinhao, Yu, Li
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 08.12.2024
Schlagworte:	Codecs Convolution Correlation Entropy Image coding image coding for machines Image reconstruction learned image compression Machine vision Multitasking Redundancy scalable image coding Visual communication
ISSN:	2642-9357
Online-Zugang:	Volltext
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