Universiti Teknologi Malaysia Institutional Repository

Shape feature extraction methods based pattern recognition: a survey

Sahibuddin, Shamsul and Amir Sjarif, Nilam Nur and Hussein, Inass Shahadha (2018) Shape feature extraction methods based pattern recognition: a survey. Open International Journal of Informatics (OIJI), 6 (4). pp. 26-41. ISSN 2289-2370

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The most visible feature that is more important to an image is the shape. Shape representation is a difficult process and requires many techniques, feature extraction is taken as the most significant point for shape representation. However, the researchers' attention is focused on creating an accurate shape descriptor which used to recognize the pattern, the accuracy of the recognition system depends on the accuracy of the features extracted from the images. In this paper, we introduce in detailed out the basic techniques that used in extracting the shape descriptors, classifying these techniques and determining their respective advantages and disadvantages.

Item Type:Article
Uncontrolled Keywords:shape descriptor, feature extraction
Subjects:T Technology > T Technology (General)
Divisions:Razak School of Engineering and Advanced Technology
ID Code:82199
Deposited By: Siti Nor Hashidah Zakaria
Deposited On:30 Sep 2019 09:00
Last Modified:07 Nov 2019 07:09

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