Utility of multiple choices in detecting ill-defined roadlike structures

Mandal, Deba Prasad ; Murthy, C. A. ; Pal, Sankar K. (1994) Utility of multiple choices in detecting ill-defined roadlike structures Fuzzy Sets and Systems, 64 (2). pp. 213-228. ISSN 0165-0114

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Official URL: http://www.sciencedirect.com/science/article/pii/0...

Related URL: http://dx.doi.org/10.1016/0165-0114(94)90335-2

Abstract

A multivalued recognition system has been formulated recently by Mandal, Murthy and Pal which is capable of handling various imprecise inputs and in providing multiple choices of classes corresponding to any input. In the present work, we have demonstrated an application of the recognition system for detecting the ill-defined roadlike structures from an Indian Remote Sensing (IRS) satellite image. The concept of multiple choices of the recognition system is found to be very effective in the detection procedure. The results are found to be quite satisfactory when the scenes of Calcutta and Bombay were considered as input.

Item Type:Article
Source:Copyright of this article belongs to Elsevier Science.
Keywords:Remote Sensing; Fuzzy Sets; Management of Uncertainty; Pattern Recognition; Image Processing
ID Code:77658
Deposited On:14 Jan 2012 05:58
Last Modified:14 Jan 2012 05:58

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