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Skin Lesion Analysis Using Digital Imaging Techniques

Jamaludin, Siti Nadiah (2011) Skin Lesion Analysis Using Digital Imaging Techniques. Universiti Teknologi PETRONAS. (Unpublished)

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Abstract

Visual inspection of skin lesion may be time consuming and is prone to inaccuracy. Conventionally, dennatologist has to visually inspect and manually calculate the percentage of affected area on patient's body. Though the estimation is highly subjective, therefore a computerized system of detecting and calculating affected area will be very helpful. This report presents a computer vision method for analysis of lesion area. The most crucial part of this work is segmentation. In this paper, we present three methods of segmenting lesion area (represented as colored patches) which are !.segmentation in HSI color space, 2. segmentation in ROB color space and 3. segmentation in quantized ROB color space. The result of three methods will then be compared to select the method that yield the best segmentation result.

Item Type: Final Year Project
Academic Subject : Academic Department - Electrical And Electronics - Pervasisve Systems - Digital Electronics - Computer Systems Architecture
Subject: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Engineering > Electrical and Electronic
Depositing User: Users 2053 not found.
Date Deposited: 08 Nov 2013 11:44
Last Modified: 25 Jan 2017 09:42
URI: http://utpedia.utp.edu.my/id/eprint/10427

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