Hand and fingertips detection based on free-form color model

Dawod, Ahmad Yahya (2012) Hand and fingertips detection based on free-form color model. Masters thesis, Multimedia University.

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Official URL: http://library.mmu.edu.my/diglib/onlinedb/dig_lib....

Abstract

The essential aim of this research is to develop an effective system for hand segmentation, fingertips detection and tracking based on fingertips motion. In this thesis there are three contributions. First, the focus is on the hand skin colour model for accurate hand segmentation which is a challenging task in computer vision applications. Second is to recognize fingertips from an image through detected hand from the proposed free-form skin color model.Third is to modify the randomized circle detection algorithm to track the fingertip position between frames. This study makes a comparative study of the three proposed methods for different ethnicity which include African, European, Indian and Mongolian people. Very promising results have been achieved.

Item Type: Thesis (Masters)
Additional Information: Call No.: TK7882.P3 A36 2012
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics
Divisions: Faculty of Computing and Informatics (FCI)
Depositing User: Ms Nurul Iqtiani Ahmad
Date Deposited: 29 Oct 2014 09:27
Last Modified: 29 Oct 2014 09:27
URI: http://shdl.mmu.edu.my/id/eprint/5806

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