A remote sensing application of a fuzzy classifier

Mandal, Deba Prasad ; Murthy, C. A. ; Pal, Sankar K. (1994) A remote sensing application of a fuzzy classifier International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2 (3). pp. 287-295. ISSN 0218-4885

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Official URL: http://www.worldscinet.com/ijufks/02/0203/S0218488...

Related URL: http://dx.doi.org/10.1142/S0218488594000237

Abstract

A multivalued (fuzzy) recognition system was formulated by Mandal et. al. which is capable of handling various imprecise inputs and provides multiple class choices to any input. In the present article, an application of the recognition system for detecting road-like structures from Indian Remote Sensing satellite (IRS) imagery has been described. The concept of multiple choices of the recognition system is found to be quite useful here. The results are seen to agree well with the geographical maps when various image frames were considered as input.

Item Type:Article
Source:Copyright of this article belongs to World Scientific Publishing Company.
Keywords:Remote Sensing; Fuzzy Sets; Management of Uncertainty
ID Code:77661
Deposited On:14 Jan 2012 05:58
Last Modified:14 Jan 2012 05:58

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