Title :
Implementation and evaluation of SDS-PAGE image analysis on a mobile app
Author :
Junrat, Jakkrit ; Saikaew, Kanda Runapongsa ; Eua-Anant, Nawapak ; Pattaramanon, Rina
Author_Institution :
Dept. of Comput. Eng., Khon Kaen Univ., Khon Kaen, Thailand
fDate :
July 30 2014-Aug. 1 2014
Abstract :
SDS-PAGE is a common method in biochemistry, forensics, etc. to separate protein molecule in polyacrylamide gel. There are many tools used to analyze the gel image but most are costly and require a trained session. Smartphones have been integrated into education in aiding students to learn with visuals and friendly learning tools. This paper proposes a mobile application with capability in analyzing SDS-PAGE gel image to easily calculate the protein molecular weight anywhere and anytime. The SDS-PAGE gel image analysis on Android platform was compared between Thresholding Segmentation method on gray scale and Color Segmentation method on HSV color space. Based on the detection of gel bands, it has been found that the HSV Color Space method has fewer false negative rate than the Gray Scale method by 50%.
Keywords :
image colour analysis; image segmentation; mobile computing; proteins; smart phones; Android platform; HSV color space method; SDS-PAGE gel image analysis; color segmentation method; mobile app; polyacrylamide gel; protein molecular weight; thresholding segmentation method; Androids; Computer science; Humanoid robots; Image analysis; Image color analysis; Image segmentation; Proteins; Android; Color Segmentation; SDS-polyacrylamide gel electrophresis; Thresholding Segmentation; gel image analysis; mobile application;
Conference_Titel :
Computer Science and Engineering Conference (ICSEC), 2014 International
Conference_Location :
Khon Kaen
Print_ISBN :
978-1-4799-4965-6
DOI :
10.1109/ICSEC.2014.6978220