Image analysis of DETECHIP® - A molecular sensing array

Marcus Lyon, Mark V. Wilson, Kerry A. Rouhier, David J. Symonsbergen, Dhundy Raj Bastola, Ishwor Thapa, Andrea E. Holmes, Sharmin M. Sikich, Abby Jackson

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

2 Citations (Scopus)

Abstract

Several image analysis techniques were applied to a colorimetric chemical sensor array called DETECHIP®. Analytes such as illegal and over the counter drugs can be detected and identified by digital image analysis. Jpeg images of DETECHIP® arrays with and without analytes were obtained using a camera and a simple flatbed scanner. Color information was obtained by measuring red-green-blue (RGB) values with image software like GIMP, Photoshop, and ImageJ. Several image analysis methods were evaluated for analysis of both photographs and scanned images of DETECHIP®. We determined that when compared to photographs, scanned images of DETECHIP® gave better results through the elimination of parallax and shading that lead to inconsistent results. Furthermore, results using an ImageJ macro technique showed improved consistency versus the previous method when human eyesight was used as a detection method.

Original languageEnglish (US)
Title of host publicationAdvances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012
Pages145-158
Number of pages14
EditionVOL. 1
DOIs
StatePublished - Aug 24 2012
Event2nd International Conference on Computer Science, Engineering and Applications, ICCSEA 2012 - New Delhi, India
Duration: May 25 2012May 27 2012

Publication series

NameAdvances in Intelligent and Soft Computing
NumberVOL. 1
Volume166 AISC
ISSN (Print)1867-5662

Conference

Conference2nd International Conference on Computer Science, Engineering and Applications, ICCSEA 2012
CountryIndia
CityNew Delhi
Period5/25/125/27/12

Fingerprint

Image analysis
Sensor arrays
Chemical sensors
Macros
Cameras
Color

Keywords

  • Color Signal
  • Cutting Agents
  • DETECHIP
  • Detection of Narcotics
  • GIMP
  • Image Analysis
  • Molecular Sensing Array
  • RGB

ASJC Scopus subject areas

  • Computer Science(all)

Cite this

Lyon, M., Wilson, M. V., Rouhier, K. A., Symonsbergen, D. J., Bastola, D. R., Thapa, I., ... Jackson, A. (2012). Image analysis of DETECHIP® - A molecular sensing array. In Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012 (VOL. 1 ed., pp. 145-158). (Advances in Intelligent and Soft Computing; Vol. 166 AISC, No. VOL. 1). https://doi.org/10.1007/978-3-642-30157-5_16

Image analysis of DETECHIP® - A molecular sensing array. / Lyon, Marcus; Wilson, Mark V.; Rouhier, Kerry A.; Symonsbergen, David J.; Bastola, Dhundy Raj; Thapa, Ishwor; Holmes, Andrea E.; Sikich, Sharmin M.; Jackson, Abby.

Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012. VOL. 1. ed. 2012. p. 145-158 (Advances in Intelligent and Soft Computing; Vol. 166 AISC, No. VOL. 1).

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

Lyon, M, Wilson, MV, Rouhier, KA, Symonsbergen, DJ, Bastola, DR, Thapa, I, Holmes, AE, Sikich, SM & Jackson, A 2012, Image analysis of DETECHIP® - A molecular sensing array. in Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012. VOL. 1 edn, Advances in Intelligent and Soft Computing, no. VOL. 1, vol. 166 AISC, pp. 145-158, 2nd International Conference on Computer Science, Engineering and Applications, ICCSEA 2012, New Delhi, India, 5/25/12. https://doi.org/10.1007/978-3-642-30157-5_16
Lyon M, Wilson MV, Rouhier KA, Symonsbergen DJ, Bastola DR, Thapa I et al. Image analysis of DETECHIP® - A molecular sensing array. In Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012. VOL. 1 ed. 2012. p. 145-158. (Advances in Intelligent and Soft Computing; VOL. 1). https://doi.org/10.1007/978-3-642-30157-5_16
Lyon, Marcus ; Wilson, Mark V. ; Rouhier, Kerry A. ; Symonsbergen, David J. ; Bastola, Dhundy Raj ; Thapa, Ishwor ; Holmes, Andrea E. ; Sikich, Sharmin M. ; Jackson, Abby. / Image analysis of DETECHIP® - A molecular sensing array. Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012. VOL. 1. ed. 2012. pp. 145-158 (Advances in Intelligent and Soft Computing; VOL. 1).
@inproceedings{a6aaa5012f72459a85614d559786c949,
title = "Image analysis of DETECHIP{\circledR} - A molecular sensing array",
abstract = "Several image analysis techniques were applied to a colorimetric chemical sensor array called DETECHIP{\circledR}. Analytes such as illegal and over the counter drugs can be detected and identified by digital image analysis. Jpeg images of DETECHIP{\circledR} arrays with and without analytes were obtained using a camera and a simple flatbed scanner. Color information was obtained by measuring red-green-blue (RGB) values with image software like GIMP, Photoshop, and ImageJ. Several image analysis methods were evaluated for analysis of both photographs and scanned images of DETECHIP{\circledR}. We determined that when compared to photographs, scanned images of DETECHIP{\circledR} gave better results through the elimination of parallax and shading that lead to inconsistent results. Furthermore, results using an ImageJ macro technique showed improved consistency versus the previous method when human eyesight was used as a detection method.",
keywords = "Color Signal, Cutting Agents, DETECHIP, Detection of Narcotics, GIMP, Image Analysis, Molecular Sensing Array, RGB",
author = "Marcus Lyon and Wilson, {Mark V.} and Rouhier, {Kerry A.} and Symonsbergen, {David J.} and Bastola, {Dhundy Raj} and Ishwor Thapa and Holmes, {Andrea E.} and Sikich, {Sharmin M.} and Abby Jackson",
year = "2012",
month = "8",
day = "24",
doi = "10.1007/978-3-642-30157-5_16",
language = "English (US)",
isbn = "9783642301568",
series = "Advances in Intelligent and Soft Computing",
number = "VOL. 1",
pages = "145--158",
booktitle = "Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012",
edition = "VOL. 1",

}

TY - GEN

T1 - Image analysis of DETECHIP® - A molecular sensing array

AU - Lyon, Marcus

AU - Wilson, Mark V.

AU - Rouhier, Kerry A.

AU - Symonsbergen, David J.

AU - Bastola, Dhundy Raj

AU - Thapa, Ishwor

AU - Holmes, Andrea E.

AU - Sikich, Sharmin M.

AU - Jackson, Abby

PY - 2012/8/24

Y1 - 2012/8/24

N2 - Several image analysis techniques were applied to a colorimetric chemical sensor array called DETECHIP®. Analytes such as illegal and over the counter drugs can be detected and identified by digital image analysis. Jpeg images of DETECHIP® arrays with and without analytes were obtained using a camera and a simple flatbed scanner. Color information was obtained by measuring red-green-blue (RGB) values with image software like GIMP, Photoshop, and ImageJ. Several image analysis methods were evaluated for analysis of both photographs and scanned images of DETECHIP®. We determined that when compared to photographs, scanned images of DETECHIP® gave better results through the elimination of parallax and shading that lead to inconsistent results. Furthermore, results using an ImageJ macro technique showed improved consistency versus the previous method when human eyesight was used as a detection method.

AB - Several image analysis techniques were applied to a colorimetric chemical sensor array called DETECHIP®. Analytes such as illegal and over the counter drugs can be detected and identified by digital image analysis. Jpeg images of DETECHIP® arrays with and without analytes were obtained using a camera and a simple flatbed scanner. Color information was obtained by measuring red-green-blue (RGB) values with image software like GIMP, Photoshop, and ImageJ. Several image analysis methods were evaluated for analysis of both photographs and scanned images of DETECHIP®. We determined that when compared to photographs, scanned images of DETECHIP® gave better results through the elimination of parallax and shading that lead to inconsistent results. Furthermore, results using an ImageJ macro technique showed improved consistency versus the previous method when human eyesight was used as a detection method.

KW - Color Signal

KW - Cutting Agents

KW - DETECHIP

KW - Detection of Narcotics

KW - GIMP

KW - Image Analysis

KW - Molecular Sensing Array

KW - RGB

UR - http://www.scopus.com/inward/record.url?scp=84865187378&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84865187378&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-30157-5_16

DO - 10.1007/978-3-642-30157-5_16

M3 - Conference contribution

AN - SCOPUS:84865187378

SN - 9783642301568

T3 - Advances in Intelligent and Soft Computing

SP - 145

EP - 158

BT - Advances in Computer Science, Engineering and Applications - Proceedings of the Second International Conference on Computer Science, Engineering and Applications, ICCSEA 2012

ER -