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A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation

Title
A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
Type
Article in International Scientific Journal
Year
2021-10
Authors
Vahid Hajihashemi
(Author)
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Hamid Esmaeili Najafabadi
(Author)
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Abdoreza Alavi Gharahbagh
(Author)
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Henry Leung
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Mahdi Yousefan
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João Manuel R. S. Tavares
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FEUP
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Journal
Pages: 31953-31966
ISSN: 1380-7501
Publisher: Springer Nature
Indexing
Publicação em ISI Web of Knowledge ISI Web of Knowledge - 0 Citations
Publicação em ISI Web of Science ISI Web of Science
Scientific classification
CORDIS: Technological sciences
FOS: Engineering and technology
Other information
Authenticus ID: P-00V-795
Abstract (EN): One of the critical challenges facing 3D video systems and images such as holography lies in their compression technique. High-efficiency video coding (HEVC) has emerged as one of the leading schemes to address this challenge. In this article, a novel method based on wavelet transform is presented to improve HEVC, particularly in digital holography systems (object plane). In this regard, wavelet and resizing are included in the coding process, while extra HEVC decoders and encoders are added to predict and decrease errors in the target. Simulation results reveals that the proposed algorithm reduces Bjontegaard-Delta (BD) bitrate 17.5% (based on average BD-Rate values) compared to the original HEVC (H.265) scheme while maintaining signal fidelity and even enhancing it slightly. We observe an increased BD-peak-signal-to-noise ratio (BD-PSNR) in real and imaginary parts of digital holograms of high rate quantization values up to 1.1 dB.
Language: English
Type (Professor's evaluation): Scientific
No. of pages: 14
Documents
File name Description Size
MTAP-D-20-03711 paper draft 1365.35 KB
paper 1st Page 319.64 KB
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