Preliminary investigation of hologram compression using tensor decomposition

Tomoyoshi Shimobaba; Fan Wang; David Blinder; Joanna Starobrat; Chung Hsuan Huang; Tatsuki Tahara; Chau Jern Cheng; Peter Schelkens; Tomoyoshi Ito

doi:10.1364/COSI.2025.JTU4A.5

Preliminary investigation of hologram compression using tensor decomposition

Tomoyoshi Shimobaba^*
, Fan Wang
, David Blinder
, Joanna Starobrat
, Chung Hsuan Huang
, Tatsuki Tahara
, Chau Jern Cheng
, Peter Schelkens
, Tomoyoshi Ito

^*Corresponding author for this work

Institute and Undergraduate Program of Electro-Optical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Hologram compression presents a significant challenge, as holograms differ fundamentally from ordinary images. To address this, this study proposed a lossy hologram compression method utilizing tensor decomposition.

Original language	English
Title of host publication	Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress
Publisher	Optical Society of America
ISBN (Electronic)	9781557529374
DOIs	https://doi.org/10.1364/COSI.2025.JTU4A.5
Publication status	Published - 2025
Event	2025 Computational Optical Sensing and Imaging, COSI 2025 - Seattle, United States Duration: 2025 Aug 18 → 2025 Aug 21

Publication series

Name	Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress

Conference

Conference	2025 Computational Optical Sensing and Imaging, COSI 2025
Country/Territory	United States
City	Seattle
Period	2025/08/18 → 2025/08/21

ASJC Scopus subject areas

General Computer Science
Control and Systems Engineering
Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Instrumentation
Atomic and Molecular Physics, and Optics

Access to Document

10.1364/COSI.2025.JTU4A.5

Cite this

Shimobaba, T., Wang, F., Blinder, D., Starobrat, J., Huang, C. H., Tahara, T., Cheng, C. J., Schelkens, P., & Ito, T. (2025). Preliminary investigation of hologram compression using tensor decomposition. In Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress (Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress). Optical Society of America. https://doi.org/10.1364/COSI.2025.JTU4A.5

Preliminary investigation of hologram compression using tensor decomposition. / Shimobaba, Tomoyoshi; Wang, Fan; Blinder, David et al.
Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress. Optical Society of America, 2025. (Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shimobaba, T, Wang, F, Blinder, D, Starobrat, J, Huang, CH, Tahara, T, Cheng, CJ, Schelkens, P & Ito, T 2025, Preliminary investigation of hologram compression using tensor decomposition. in Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress. Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress, Optical Society of America, 2025 Computational Optical Sensing and Imaging, COSI 2025, Seattle, United States, 2025/08/18. https://doi.org/10.1364/COSI.2025.JTU4A.5

Shimobaba T, Wang F, Blinder D, Starobrat J, Huang CH, Tahara T et al. Preliminary investigation of hologram compression using tensor decomposition. In Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress. Optical Society of America. 2025. (Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress). doi: 10.1364/COSI.2025.JTU4A.5

Shimobaba, Tomoyoshi ; Wang, Fan ; Blinder, David et al. / Preliminary investigation of hologram compression using tensor decomposition. Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress. Optical Society of America, 2025. (Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress).

@inproceedings{bb24de2c27b1489baa7837e55027ef50,

title = "Preliminary investigation of hologram compression using tensor decomposition",

abstract = "Hologram compression presents a significant challenge, as holograms differ fundamentally from ordinary images. To address this, this study proposed a lossy hologram compression method utilizing tensor decomposition.",

author = "Tomoyoshi Shimobaba and Fan Wang and David Blinder and Joanna Starobrat and Huang, \{Chung Hsuan\} and Tatsuki Tahara and Cheng, \{Chau Jern\} and Peter Schelkens and Tomoyoshi Ito",

note = "Publisher Copyright: {\textcopyright} Optica Publishing Group 2025.; 2025 Computational Optical Sensing and Imaging, COSI 2025 ; Conference date: 18-08-2025 Through 21-08-2025",

year = "2025",

doi = "10.1364/COSI.2025.JTU4A.5",

language = "English",

series = "Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress",

publisher = "Optical Society of America",

booktitle = "Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress",

}

TY - GEN

T1 - Preliminary investigation of hologram compression using tensor decomposition

AU - Shimobaba, Tomoyoshi

AU - Wang, Fan

AU - Blinder, David

AU - Starobrat, Joanna

AU - Huang, Chung Hsuan

AU - Tahara, Tatsuki

AU - Cheng, Chau Jern

AU - Schelkens, Peter

AU - Ito, Tomoyoshi

PY - 2025

Y1 - 2025

N2 - Hologram compression presents a significant challenge, as holograms differ fundamentally from ordinary images. To address this, this study proposed a lossy hologram compression method utilizing tensor decomposition.

AB - Hologram compression presents a significant challenge, as holograms differ fundamentally from ordinary images. To address this, this study proposed a lossy hologram compression method utilizing tensor decomposition.

UR - https://www.scopus.com/pages/publications/105031726542

UR - https://www.scopus.com/pages/publications/105031726542#tab=citedBy

U2 - 10.1364/COSI.2025.JTU4A.5

DO - 10.1364/COSI.2025.JTU4A.5

M3 - Conference contribution

AN - SCOPUS:105031726542

T3 - Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress

BT - Computational Optical Sensing and Imaging, COSI 2025 in Proceedings Optica Imaging Congress 2025, 3D, DH, COSI, IS, pcAOP, RadIT - Part of Optica Imaging Congress

PB - Optical Society of America

T2 - 2025 Computational Optical Sensing and Imaging, COSI 2025

Y2 - 18 August 2025 through 21 August 2025

ER -

Preliminary investigation of hologram compression using tensor decomposition

Abstract

Publication series

Conference

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this