International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B7, 2012 
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
Table 3. Classification accuracies of ABC, LM and BP Run LM 
through 1000 epochs. RADARSAT-2 ALOS PAL SAR 
WA RADARSAT-2 ALOS PALSAR 1 15 86 75 
ABC LM BP ABC LM BP 2 12 100 50 
1 86 100 43 75 100 0 3 5 0 0 
2 29 0 14 38 0 0 4 10 14 0 
3 100 0 86 50 0 50 5 19 0 
4 71 0 43 50 0 25 6 9 0 
5 71 0 0 13 38 0 
6 100 100 14 100 100 0 7 31 14 
7 86 14 43 100 0 25 8 8 29 
8 100 57 14 88 13 0 6 0 
9 43 l4 43 13 0 13 9 14 
10 100 14 71 100 25 50 4 
11 86 57 71 100 13 25 5 
12 43 14 100 88 0 100 6 
13 71 0 100 50 0 88 1 
14 86 0 86 25 0 100 
15 14 71 29 25 50 13 6 
16 71 14 86 50 0 88 6 
17 14 86 29 13 100 13 3 
18 100 57 14 88 25 25 8 
19 0 43 57 38 50 38 33 
20 14 57 100 50 25 100 5 
21 100 0 29 75 0 0 35 
22 100 29 29 63 13 0 = 
23 100 14 29 100 0 25 
24 71 14 0 75 13 0 8 
25 14 14 29 63 63 38 14 
26 86 0 0 50 0 0 5 
27 43 100 14 50 88 0 6 
28 86 14 14 25 25 0 12 
29 14 57 14 0 38 0 5 
30 71 100 14 50 38 0 E 
Mean 65.7 34.8 40.5 56.7 28.8 27.1 
Std 33.5 35.7 323 30.2 34.9 34.6 
  
  
  
  
  
  
  
  
  
  
Table 4. Classification accuracies of ABC, LM and BP 
through optimum epochs. 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
Run ABC Run BP 
Epoch RADARSAT-2 ALOS PAL SAR Epoch RADARSAT-2 ALOS PAL SAR 
1 457 100 88 1 943 43 0 
2 495 29 25 2 927 14 0 
3 291 29 13 3 790 71 50 
4 367 100 50 4 488 43 38 
S 468 100 75 5 920 0 0 
6 688 100 100 6 498 14 0 
7 891 86 100 7 499 57 100 
8 558 100 88 8 483 0 0 
9 425 14 0 9 546 43 13 
10 264 100 88 10 925 86 50 
11 293 86 100 11 763 29 25 
12 164 0 0 12 979 100 100 
13 695 86 75 13 86 100 88 
14 437 71 38 14 926 86 100 
15 109 86 38 15 9 43 63 
16 470 86 63 16 267 100 100 
17 553 14 13 17 325 29 25 
18 323 100 88 18 952 14 25 
19 192 86 63 19 685 86 63 
20 211 0 0 20 962 100 100 
21 970 100 100 21 672 29 0 
22 162 100 25 22 773 14 13 
23 666 100 100 23 820 43 25 
24 961 86 88 24 450 0 13 
25 514 100 88 25 534 71 75 
26 995 86 50 26 953 0 0 
27 763 43 50 27 676 14 0 
28 305 71 50 28 980 14 0 
29 694 43 38 29 936 14 0 
30 439 71 50 30 907 0 0 
Mean 72.4 $7.0 Mean 41.9 354 
Std 33.3 33.6 Std 35.2 38.4 
  
  
  
  
  
  
  
  
  
70