TY - GEN
T1 - A neural network approach to color image classification
AU - Shinmoto, M.
AU - Mitsukura, Y.
AU - Fukumi, M.
AU - Akamatsu, N.
N1 - Funding Information:
1368044 This research was partially supported by the Telecommunications Advancement Foundation and Grant-in-Aid for scientific Research? (No.1368044) in MEXT.
Publisher Copyright:
© 2002 Nanyang Technological University.
PY - 2002
Y1 - 2002
N2 - The paper presents a method for image classification by neural networks which uses characteristic data extracted from images. In order to extract characteristic data, image pixels are divided by a clustering method on HSI 3-dimensional-color space and processed by labeling to select domains. The information extracted from the domains is characteristic data (color information, position information and area information) of the image. Another characteristic data, which is extracted by Hough transform, is added to the feature and a comparative experiment is conducted. Finally the validity of this technique is verified by means of computer simulation.
AB - The paper presents a method for image classification by neural networks which uses characteristic data extracted from images. In order to extract characteristic data, image pixels are divided by a clustering method on HSI 3-dimensional-color space and processed by labeling to select domains. The information extracted from the domains is characteristic data (color information, position information and area information) of the image. Another characteristic data, which is extracted by Hough transform, is added to the feature and a comparative experiment is conducted. Finally the validity of this technique is verified by means of computer simulation.
UR - http://www.scopus.com/inward/record.url?scp=84964498712&partnerID=8YFLogxK
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U2 - 10.1109/ICONIP.2002.1198143
DO - 10.1109/ICONIP.2002.1198143
M3 - Conference contribution
AN - SCOPUS:84964498712
T3 - ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
SP - 675
EP - 679
BT - ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
A2 - Wang, Lipo
A2 - Fukushima, Kunihiko
A2 - Rajapakse, Jagath C.
A2 - Lee, Soo-Young
A2 - Yao, Xin
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th International Conference on Neural Information Processing, ICONIP 2002
Y2 - 18 November 2002 through 22 November 2002
ER -