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Recognition of cloth pattern for optical defective personalities


Article Information

Title: Recognition of cloth pattern for optical defective personalities

Authors: S. Annamal, R. Sakthi Prabha

Journal: ARPN Journal of Engineering and Applied Sciences

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30
Y 2021-07-01 2022-06-30
X 2020-07-01 2021-06-30

Publisher: Khyber Medical College, Peshawar

Country: Pakistan

Year: 2016

Volume: 11

Issue: 9

Language: English

Categories

Abstract

For the optically defective humanity choosing of cloth pattern and colour is a challenging task .In the computer vision this becomes a difficult in choosing cloth due to the large intra class pattern, scaling and rotation. The pattern of cloths is segregated into plaid, striped, pattern less irregular and handling complex patterns and colour that cannot be identified visually impaired people .This system integrates a camera, a microphone, a computer and a Bluetooth ear piece for audio description. Radon Signature descriptor is used to recognize the cloth pattern fuzzy clustering is adapted to capture the global features of cloth pattern and colour. Our approach achieves accuracy of 97% recognition of cloth and colour accuracy. It outperforms the texture analysis on clothing pattern recognition. This system would provide more support and independence in their daily life.


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