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Implicit feature compression for efficient cloud–edge holographic display

delete2025-07-15
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PRE
AI
M
Mi Zhou
张
张昊 (Hao Zhang)
M
Mu Ku Chen
Z
Zihan Geng *
DOI:10.1016/j.displa.2025.103151delete
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Abstract

Abstract

En 中文
• We analyze the compression of phase-only holograms and natural images from the frequency perspective. • We propose a unified and implicit approach for hologram generation and compression based on natural image properties. • The approach achieves ultra-low bit rates for transmission and realistic display quality.

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Displays cover
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IF:
3.4
Papers:
2.3K
Citations:
3.2K

Organization

T
tsinghua university
Scholars:
11.9W
Papers: 10.0W
Citations: 137
C
Central South University
Scholars:
10.0W
Papers: 7.2W
Citations: 10.9W
C
City University of Hong Kong
Scholars:
2.3W
Papers: 3.0W
Citations: 6.1W
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Cited Papers

Cited Papers

Compression of Phase-Only Holograms with JPEG Standard and Deep Learning
err2018-07-30
err0
errOAAI
errShuming Jiao; Zhi Jin; Chenliang Chang; Changyuan Zhou; Wenbin Zou; Xia Li
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Neural Holography with Camera-in-the-loop Training
err2020-11-27
err232
PREAI
errPeng, Yifan; Choi, Suyeon; Padmanaban, Nitish; Wetzstein, Gordon
errShare
errSave
errShare
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Methods of Compression of Digital Holograms
err2015-01-01
err0
errOAAI
errE.A. Kurbatova; P.A. Cheremkhin; N.N. Evtikhiev; V.V. Krasnov; S.N. Starikov
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Physics-aware cross-domain fusion aids learning-driven computer-generated holography
err2024-11-13
err0
PREAI
errYuan, Ganzhangqin; Zhou, Mi; Liu, Feii; Chen, Mu ku; Jiang, Kui; Peng, Yifan; Geng, Zihan
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Signal processing challenges for digital holographic video display systems
err2019-02-01
err120
errOAAI
errBlinder, David; Ahar, Ayyoub; Bettens, Stijn; Birnbaum, Tobias; Symeonidou, Athanasia; Ottevaere, Heidi; Schretter, Colas; Schelkens, Peter
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Speckle-free holography with a diffraction-aware global perceptual model
err2024-10-10
err0
PREAI
errWei, Yiran; Chen, Yiyun; Zhou, Mi; Chen, Mu ku; Jiao, Shuming; Song, Qinghua; Zhang, Xiao-ping; Geng, Zihan
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errSave
Learned Hardware-in-the-loop Phase Retrieval for Holographic Near-Eye Displays
err2020-11-27
err83
PREAI
errChakravarthula, Praneeth; Tseng, Ethan; Srivastava, Tarun; Fuchs, Henry; Heide, Felix
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