Edge Detection Based on Modified BP Algorithms of ANN

Lihong Zheng; Xiangjian He

Edge Detection Based on Modified BP Algorithms of ANN

Lihong Zheng
, Xiangjian He

Research output: Book chapter/Published conference paper › Conference paper › peer-review

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Abstract

Accurately locating edge points is important for image measurement. This paper describes an edge detection method based on back-propagation algorithm of neural networks. A three-layer structure of artificial neural network and a learning algorithm are given in detail.Through training and amendment, the weight values are determined finally, and some factors that may have influenced on system are discussed.

Original language	English
Title of host publication	VIP2003 Pan-Sydney Area Workshop on Visual Information Processing
Place of Publication	Sydney
Publisher	Australian Computer Society Inc
Pages	119-122
Number of pages	4
ISBN (Electronic)	192068218X
Publication status	Published - 2004
Event	Pan-Sydney Area Workshop on Visual Information Processing - Sydney, Australia, Sydney, Australia Duration: 31 Oct 2003 → 02 Nov 2003

Workshop

Workshop	Pan-Sydney Area Workshop on Visual Information Processing
Country/Territory	Australia
City	Sydney
Period	31/10/03 → 02/11/03

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Edge Detection Based on Modified BP Algorithm of ANNAccepted author manuscript, 206 KB

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@inproceedings{797578eec73e48f2a20a0cfd6701282a,

title = "Edge Detection Based on Modified BP Algorithms of ANN",

abstract = "Accurately locating edge points is important for image measurement. This paper describes an edge detection method based on back-propagation algorithm of neural networks. A three-layer structure of artificial neural network and a learning algorithm are given in detail.Through training and amendment, the weight values are determined finally, and some factors that may have influenced on system are discussed.",

keywords = "Open access version available, Artificial Neural Network, Back-Propagation, Edge detection, Neuron",

author = "Lihong Zheng and Xiangjian He",

note = "Imported on 03 May 2017 - DigiTool details were: publisher = Sydney: Australian Computer Society, 2004. editor/s (773b) = Massimo Piccardi, Tom Hintz, Sean He, Mao Lin Huang, David Dagan Feng; Event dates (773o) = 31 Oct - 2 Nov 2003; Parent title (773t) = Pan-Sydney Area Workshop on Visual Information Processing.; Pan-Sydney Area Workshop on Visual Information Processing ; Conference date: 31-10-2003 Through 02-11-2003",

year = "2004",

language = "English",

pages = "119--122",

booktitle = "VIP2003 Pan-Sydney Area Workshop on Visual Information Processing",

publisher = "Australian Computer Society Inc",

address = "Australia",

}

TY - GEN

T1 - Edge Detection Based on Modified BP Algorithms of ANN

AU - Zheng, Lihong

AU - He, Xiangjian

N1 - Imported on 03 May 2017 - DigiTool details were: publisher = Sydney: Australian Computer Society, 2004. editor/s (773b) = Massimo Piccardi, Tom Hintz, Sean He, Mao Lin Huang, David Dagan Feng; Event dates (773o) = 31 Oct - 2 Nov 2003; Parent title (773t) = Pan-Sydney Area Workshop on Visual Information Processing.

PY - 2004

Y1 - 2004

N2 - Accurately locating edge points is important for image measurement. This paper describes an edge detection method based on back-propagation algorithm of neural networks. A three-layer structure of artificial neural network and a learning algorithm are given in detail.Through training and amendment, the weight values are determined finally, and some factors that may have influenced on system are discussed.

AB - Accurately locating edge points is important for image measurement. This paper describes an edge detection method based on back-propagation algorithm of neural networks. A three-layer structure of artificial neural network and a learning algorithm are given in detail.Through training and amendment, the weight values are determined finally, and some factors that may have influenced on system are discussed.

KW - Open access version available

KW - Artificial Neural Network

KW - Back-Propagation

KW - Edge detection

KW - Neuron

M3 - Conference paper

SP - 119

EP - 122

BT - VIP2003 Pan-Sydney Area Workshop on Visual Information Processing

PB - Australian Computer Society Inc

CY - Sydney

T2 - Pan-Sydney Area Workshop on Visual Information Processing

Y2 - 31 October 2003 through 2 November 2003

ER -

Edge Detection Based on Modified BP Algorithms of ANN

Abstract

Workshop

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