Recognition of porcelain bottle crack based on modified ART-2 network and invariant moment

Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument

Volumn 30, Issue 7, 2009, Pages 1420-1425

  Liu, Guohai ^a   Jiang, Zhijia ^a  

^a JIANGSU UNIVERSITY   (China)

Author keywords

ART 2 network; Classification; Feature extraction; Invariant moment; Orientation

Indexed keywords

AFTER-IMAGES; ART-2 NETWORK; CLASSIFICATION; EIGENVECTORS; INSPECTION ROBOTS; INVARIANT MOMENT; LONGITUDINAL CRACKS; ORIENTATION; POWER TRANSMISSION LINES; TRANSVERSE CRACK; VISION SYSTEMS;

ARTS COMPUTING; BOTTLES; ELECTRIC LINES; FEATURE EXTRACTION; IMAGE PROCESSING; LIGHT TRANSMISSION; PORCELAIN; POWER TRANSMISSION; TRANSMISSION LINE THEORY;

CRACKS;

EID: 69249216743     PISSN: 02543087     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. LIU P, CHEN B, RUAN B. Image thresholding segmentation based on edge information[J]. Computer Application, 2004, 24(9): 28-30.
2. WANG X F, HUANG D SH. Feature extraction and recognition for leaf images[J]. Computer Engineering and Applications, 2006, 3: 190-193.
3. CHEN B, YANG Y, SHEN T S. Image target recognition method based on invariant moment and SVM[J]. Chinese Journal of Scientific Instrument, 2006, (S3): 2093-2094.
4. ZHENG H S, BO ZH. Research on traffic number recognition based on neural network and invariant moments[C]. Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, August, 2007: 389-393.
5. HWANG S K, KIM W Y. Fast and efficient method for computing ART[J]. IEEE Transactions on Image Processing, 2006, 15(1): 112-117.
6. KUO R J, LIAO J L, TU C. Integration of ART2 neural network and genetic k-means algorithm for analyzing web browsing paths in electronic commerce[J]. Decision Support Systems, 2005, 40(2): 355-374.
7. GU M, GE L Q. Improved algorithm for ART2 neural network[J]. Computer Application, 2007, 27(4): 945-947.
8. QIAN X D, WANG Y, WANG H X. Dataset optimization of ART2 based on genetic algorithm[J]. Journal of Tianjin University, 2007, 40(12): 1458-1462.