Colour-based wound assessment application for android smartphone / Nicholas Aaron Nigel

Nigel, Nicholas Aaron (2016) Colour-based wound assessment application for android smartphone / Nicholas Aaron Nigel. Degree thesis, Universiti Teknologi MARA (UiTM).

Abstract

This study focuses on the subject of chronic wounds and the associated wound assessment. The high cost of medical expenses coupled with the overall difficulties in properly assessing a wound has proven to be a major problem associated with chronic wounds. The aim of this study is to create a functional application that would help healthcare workers to capture wound images using their smartphones and assess wound stages based on wound colour from the acquired image. Data on real wound images obtained over the internet were processed using the proposed application to gauge its accuracy in assessing the wound stage. A usability test was also conducted to obtain data about the application’s performance. GrabCut is chosen as the algorithm for image segmentation because of its easy-to-use algorithm and HSV colour model is chosen as the main colour model in assessing wound colour. The application overall performed to its minimum expectation, whereby it can detect wound colours and assign stages albeit with rather low accuracy. Based on the result, it can be concluded that the application can perform its function but it will need more calibration and tweaking in order for it to accurately assign the appropriate wound stage.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Nigel, Nicholas Aaron
2014546307
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Jamil, Nursuriati
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Instruments and machines > Electronic Computers. Computer Science > Computer software > Application software
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Computer and Mathematical Sciences
Programme: Bachelor of Computer Sciences (Hons.) Multimedia Computing
Keywords: Chronic wounds, smartphone, wound colour
Date: 2016
URI: https://ir.uitm.edu.my/id/eprint/109824
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