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Research on intelligent classification system of ceramic tiles based on machine vision

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成果类型:
期刊论文、会议论文
作者:
Li, Shilong*;Chen, Yao
通讯作者:
Li, Shilong
作者机构:
[Li, Shilong; Chen, Yao] Wuhan Polytech Univ, Sch Mech Engn, Wuhan 430023, Peoples R China.
通讯机构:
[Li, Shilong] W
Wuhan Polytech Univ, Sch Mech Engn, Wuhan 430023, Peoples R China.
语种:
英文
关键词:
BP neural network;Ceramic tiles;Classification;Machine vision
期刊:
Applied Mechanics and Materials
ISSN:
1660-9336
年:
2012
卷:
101-102
页码:
648-651
会议名称:
2nd International Conference on Engineering Design and Optimization (ICEDO 2011)
会议论文集名称:
Applied Mechanics and Materials
会议时间:
AUG 19-21, 2011
会议地点:
Zhejiang Univ, Ningbo Inst Technol, Ningbo, PEOPLES R CHINA
会议主办单位:
Zhejiang Univ, Ningbo Inst Technol
主编:
Zheng, D Wang, Y Deng, YM Yu, A Li, W
出版地:
LAUBLSRUTISTR 24, CH-8717 STAFA-ZURICH, SWITZERLAND
出版者:
TRANS TECH PUBLICATIONS LTD
ISBN:
978-3-03785-259-0
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
An intelligent classification system of ceramic tiles is introduced in the light of the theory about multi-sensor information fusion. The system includes image acquisition, image processing and intelligent classification of ceramic tiles. The color features and shape features of tile image are synthetically processed using BP neural network. The topological structure of the neural network based on "681" structure is proposed in the system. The numerical calculation and simulation about classification of ceramic tiles is carried out based on MATLAB software. The results show this algorithm is f...

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