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