International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B3, 2012 Internatio 
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia | 
respectively 
neighbors (i 
number of t 
0 (where di 
that of the c 
transition & 
and r= 35 ar 
'ente 
Pi 
eral = > 
= 
Where, 
P, is the i1 
radius r 71, 
P, is the i1 
Y radius r 73, 
rz [s (s P, is the i 
radius r =5. 
fe ges he is ti 
and 
  
Figure 1: Circles of increasing r — 1, 3 and 5 radius for measuring degree of texture around each pixel of the image. 
Finally the 
ra REY t 
Transition 
pixel. The 
until all pi 
transforme 
The transf 
presented r 
to 0 or 0 ti 
texture me 
do not char 
23 ( 
The Inter: 
(ISODATA 
  
  
Water body Agriculture Built-up area 
    
Figure 2a-c: 
(a) RISAT-II image of agriculture, built-up area and water bodies, 
(b) Output image obtained by applying “Lucieer et al’s LBP analysis and ISODATA” on (a), 
(c) Output image obtained by applying “proposed LBP and ISODATA” on (a).