DocumentCode :
2266543
Title :
Detection and classification device for malaria parasites in thick-blood films
Author :
Kaewkamnerd, Saowaluck ; Intarapanich, Apichart ; Pannarat, Montri ; Chaotheing, Sastra ; Uthaipibull, Chairat ; Tongsima, Sissades
Author_Institution :
Nat. Electron. & Comput. Technol. (NECTEC), Nat. Sci. & Technol. Dev. Agency, (NSTDA), Pathumthani, Thailand
Volume :
1
fYear :
2011
fDate :
15-17 Sept. 2011
Firstpage :
435
Lastpage :
438
Abstract :
In Thailand, malaria diagnosis still relies primarily on microscopic examination of Giemsa-stained thick and thin blood films. However, the method requires vigorously trained technicians to correctly identify the disease, and is known to be error-prone due to human fatigue. The limited number of such technicians further reduces the effectiveness of the attempt to control malaria. Thus, this project aims to develop an automated system to identify and analyze parasite species on thick blood films by image analysis techniques. The system comprises two main components: (1) Image acquisition unit and (2) Image analysis module. In our work, we have developed an image acquisition system that can be easily mounted on most conventional light microscopes. It automatically controls the movement of microscope stage in 3-directional planes. The vertical adjustment (focusing) can be made in a nanometer range (7-9 nm). Images are acquired with a digital camera that is installed at the top of microscope. The captured images are analyzed by our image analysis software which utilizes the state-of-the-art algorithms to detect and identify malaria parasites.
Keywords :
blood; image segmentation; medical image processing; focusing; image acquisition system; image analysis techniques; malaria diagnosis; malaria parasites; thick-blood films; vertical adjustment; Blood; Diseases; Feature extraction; Films; Histograms; Image analysis; Microscopy; classification; image processing; malaria; thick-blood films;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-1426-9
Type :
conf
DOI :
10.1109/IDAACS.2011.6072791
Filename :
6072791
Link To Document :
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