Compressive Sensing Based Hyperspectral Bioluminescent Imaging

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Standard

Compressive Sensing Based Hyperspectral Bioluminescent Imaging. / Bentley, Alexander; Rowe, Jonathan E.; Dehghani, Hamid.

SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV. ed. / Kevin K. Tsia; Keisuke Goda. Vol. 10889 Society of Photo-Optical Instrumentation Engineers, 2019. 54 (SPIE Proceedings; Vol. 10889).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Harvard

Bentley, A, Rowe, JE & Dehghani, H 2019, Compressive Sensing Based Hyperspectral Bioluminescent Imaging. in KK Tsia & K Goda (eds), SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV. vol. 10889, 54, SPIE Proceedings, vol. 10889, Society of Photo-Optical Instrumentation Engineers, SPIE BIOS High-Speed Biomedical Imaging and Spectroscopy IV, San Francisco, United States, 2/02/19. https://doi.org/10.1117/12.2507223

APA

Bentley, A., Rowe, J. E., & Dehghani, H. (2019). Compressive Sensing Based Hyperspectral Bioluminescent Imaging. In K. K. Tsia, & K. Goda (Eds.), SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV (Vol. 10889). [54] (SPIE Proceedings; Vol. 10889). Society of Photo-Optical Instrumentation Engineers. https://doi.org/10.1117/12.2507223

Vancouver

Bentley A, Rowe JE, Dehghani H. Compressive Sensing Based Hyperspectral Bioluminescent Imaging. In Tsia KK, Goda K, editors, SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV. Vol. 10889. Society of Photo-Optical Instrumentation Engineers. 2019. 54. (SPIE Proceedings). https://doi.org/10.1117/12.2507223

Author

Bentley, Alexander ; Rowe, Jonathan E. ; Dehghani, Hamid. / Compressive Sensing Based Hyperspectral Bioluminescent Imaging. SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV. editor / Kevin K. Tsia ; Keisuke Goda. Vol. 10889 Society of Photo-Optical Instrumentation Engineers, 2019. (SPIE Proceedings).

Bibtex

@inproceedings{b8ff61c4bdb34db0a08e6bc9c21d0f3f,
title = "Compressive Sensing Based Hyperspectral Bioluminescent Imaging",
abstract = "Photonics based imaging is a widely utilised technique for the study of biological functions within pre-clinical studies. It is a sensitive and non-invasive technique that is able to detect distributed (biologically informative) visible and near-infrared light sources providing information about biological function. Compressive Sensing (CS) is a method of signal processing that works on the basis that a signal or image can be compressed without important information being lost. This work describes the development of a CS based hyperspectral Bioluminescence imaging system that can be used to collect compressed fluence data from the external surface of an animal model, due to an internal source, providing lower acquisition times, higher spectral content and potentially better tomographic source localisation.",
keywords = "Hyperspectral, Bioluminescence, Compressive Sensing, Spectrometer, Tomography",
author = "Alexander Bentley and Rowe, {Jonathan E.} and Hamid Dehghani",
year = "2019",
month = mar,
day = "4",
doi = "10.1117/12.2507223",
language = "English",
volume = "10889",
series = "SPIE Proceedings",
publisher = "Society of Photo-Optical Instrumentation Engineers",
editor = "Tsia, {Kevin K.} and Keisuke Goda",
booktitle = "SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV",
address = "United States",
note = "SPIE BIOS High-Speed Biomedical Imaging and Spectroscopy IV ; Conference date: 02-02-2019 Through 07-02-2019",

}

RIS

TY - GEN

T1 - Compressive Sensing Based Hyperspectral Bioluminescent Imaging

AU - Bentley, Alexander

AU - Rowe, Jonathan E.

AU - Dehghani, Hamid

PY - 2019/3/4

Y1 - 2019/3/4

N2 - Photonics based imaging is a widely utilised technique for the study of biological functions within pre-clinical studies. It is a sensitive and non-invasive technique that is able to detect distributed (biologically informative) visible and near-infrared light sources providing information about biological function. Compressive Sensing (CS) is a method of signal processing that works on the basis that a signal or image can be compressed without important information being lost. This work describes the development of a CS based hyperspectral Bioluminescence imaging system that can be used to collect compressed fluence data from the external surface of an animal model, due to an internal source, providing lower acquisition times, higher spectral content and potentially better tomographic source localisation.

AB - Photonics based imaging is a widely utilised technique for the study of biological functions within pre-clinical studies. It is a sensitive and non-invasive technique that is able to detect distributed (biologically informative) visible and near-infrared light sources providing information about biological function. Compressive Sensing (CS) is a method of signal processing that works on the basis that a signal or image can be compressed without important information being lost. This work describes the development of a CS based hyperspectral Bioluminescence imaging system that can be used to collect compressed fluence data from the external surface of an animal model, due to an internal source, providing lower acquisition times, higher spectral content and potentially better tomographic source localisation.

KW - Hyperspectral

KW - Bioluminescence

KW - Compressive Sensing

KW - Spectrometer

KW - Tomography

UR - http://www.scopus.com/inward/record.url?scp=85066129101&partnerID=8YFLogxK

U2 - 10.1117/12.2507223

DO - 10.1117/12.2507223

M3 - Conference contribution

VL - 10889

T3 - SPIE Proceedings

BT - SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV

A2 - Tsia, Kevin K.

A2 - Goda, Keisuke

PB - Society of Photo-Optical Instrumentation Engineers

T2 - SPIE BIOS High-Speed Biomedical Imaging and Spectroscopy IV

Y2 - 2 February 2019 through 7 February 2019

ER -