DocumentCode
1613569
Title
Rock Classification by Types and Degrees of Weathering
Author
Momma, Eiichiro ; Ono, Takashi ; Ishii, Hiromitsu
Author_Institution
Dept. of Electr. Eng., Nihon Univ., Tokyo
fYear
2006
Firstpage
149
Lastpage
152
Abstract
This study aims at automation and quantification of geological survey. In this paper, it is shown that (11,12,13) color space is suitable for describing degrees of weathering. And, feature parameters of color vectors in this color space and texture parameters are calculated for classification of rocks. As a result of using these parameters, types of rocks and degrees of weathering can be classified using the support vector machine and the neural network
Keywords
erosion; geology; image classification; image colour analysis; image texture; neural nets; rocks; support vector machines; vectors; color space; color vectors; geological survey; neural network; rock classification; support vector machine; texture parameters; weathering; Educational institutions; Electronic mail; Image analysis; Image color analysis; Image texture analysis; Neural networks; Photography; Space technology; Support vector machine classification; Support vector machines; Classification; Neural Network; Rock; Support Vector Machine; Weathering;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE-ICASE, 2006. International Joint Conference
Conference_Location
Busan
Print_ISBN
89-950038-4-7
Electronic_ISBN
89-950038-5-5
Type
conf
DOI
10.1109/SICE.2006.315390
Filename
4108813
Link To Document