A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
A Neuro-Fuzzy based System for Classification of Natural Textures
Abstract A statistical approach based on the coordinated clusters representation of images is used for classification and recognition of textured images. In this paper, two issues are being addressed; one is the extraction of texture features from the fuzzy texture spectrum in the chromatic and achromatic domains from each colour component histogram of natural texture images and the second issue is the concept of a fusion of multiple classifiers. The implementation of an advanced neuro-fuzzy learning scheme has been also adopted in this paper. The results of classification tests show the high performance of the proposed method that may have industrial application for texture classification, when compared with other works.
A Neuro-Fuzzy based System for Classification of Natural Textures
Abstract A statistical approach based on the coordinated clusters representation of images is used for classification and recognition of textured images. In this paper, two issues are being addressed; one is the extraction of texture features from the fuzzy texture spectrum in the chromatic and achromatic domains from each colour component histogram of natural texture images and the second issue is the concept of a fusion of multiple classifiers. The implementation of an advanced neuro-fuzzy learning scheme has been also adopted in this paper. The results of classification tests show the high performance of the proposed method that may have industrial application for texture classification, when compared with other works.
A Neuro-Fuzzy based System for Classification of Natural Textures
Jiji, G. Wiselin (author)
Journal of The Institution of Engineers (India): Series B ; 97 ; 453-462
2016-06-22
10 pages
Article (Journal)
Electronic Resource
English
Neuro-fuzzy Classification of Submarine Lava Flow Morphology
| Online Contents | 2012
Effect of fuzzy partitioning in Crohn’s disease classification: a neuro-fuzzy-based approach
| Springer Verlag | 2017
Neuro-fuzzy network for the classification of buried pipe defects
| British Library Online Contents | 2006
Neuro-fuzzy network for the classification of buried pipe defects
| Online Contents | 2006
Access control system with neuro-fuzzy supervision
| IEEE | 2001