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Message: [QUOTE="Harris Kosmidis, post: 2441071"] I have a problem which I think is due to overflow/underflow. I want to segment an Image using SOM network. Code follows: ============================================================================================== struct MyImage { int width, height; long int num_pixels; short int *tag; unsigned char *R, *B, *G; }; struct _SOMgrid { int width,height; int N; int *R,*B,*G; }; The functions with which I update the SOM's weights is: void UpdateWeightsSmall(struct _SOMgrid *SOMgrid,struct MyImage *Image,int min_index,int epoch,long int current) { int j; float n,s,h,dist; int cR=0,cB=0,cG=0; int current_x,current_y,loop_x,loop_y,mindimension,radius; current_y=min_index/SOMgrid->width; current_x=min_index-current_y*SOMgrid->width; //Find learning rate n=0.9*(1-(epoch*1.0/(SOM_EPOCHS*2))); //Set radius as portion of image size mindimension=(SOMgrid->width<SOMgrid->height)?SOMgrid->width:SOMgrid->height; radius=(int)rint(mindimension*0.2); //Find s s=radius*(1-epoch*1.0/SOM_EPOCHS)+1; for(j=0;j<SOMgrid->N;j++) { loop_y=j/SOMgrid->width; loop_x=j-loop_y*SOMgrid->width; dist=sqrtf((loop_x-current_x)*(loop_x-current_x) + (loop_y-current_y)*(loop_y-current_y)); h=expf(-powf(dist,2)/(2*powf(s,2))); cR=(int)lrintf(n*h*((float)SOMgrid->R[min_index]-SOMgrid->R[j])); cG=(int)lrintf(n*h*((float)SOMgrid->G[min_index]-SOMgrid->G[j])); cB=(int)lrintf(n*h*((float)SOMgrid->B[min_index]-SOMgrid->B[j])); SOMgrid->R[j]+=cR; SOMgrid->B[j]+=cB; SOMgrid->G[j]+=cG; if(SOMgrid->R[j]>255 || SOMgrid->R[j]<0 || SOMgrid->G[j]>255 || SOMgrid->G[j]<0 || SOMgrid->B[j]>255 || SOMgrid->B[j]<0 ) { printf("changes:: (%d),input=(%d,%d), loop=(%d,%d), radius=%d, n=%f, s=%f, dist=%f, h=%f, input=(%u,%u,%u), SOM=(%u,%u,%u), change=(%u,%u,%u) %u,%f,%f\n", epoch,current_x,current_y,loop_x,loop_y, radius,n,s,dist,h,Image->R[current],Image->G[current],Image->B[current],SOMgrid->R[j],SOMgrid->G[j],SOMgrid->B[j], cR,cG,cB,(unsigned int)tmpR,tmpG,tmpB); exit(1); } } } ======================================================================================= The inputs to the following function are checked and are ok. Outside the function in my main loop where I feed the inputs I have: printf("%ld %d,%d,%d\n",i,SOMgrid->R[i],SOMgrid->G[i],SOMgrid->B[i]); where i is the curent input --a pixel of my image. At some time this prints something like (different numbers on every run): 305 -1633772131,2071692934,2088531831 306 -1633771874,2038003318,-2021162623 307 -1616928865,-2105377154,-1835889267 308 -1616928608,-1903261560,-1633773673 309 -1684300387,-1785359726,-1381128538 As you can see In my update function I do an if() check whether weights exceed 0 or 255 and it passes without any errors. Why does printf gives me this? The programm ends "correctly" but the output is messy. Can anybody help me? I'm stuck in C with those stupid number conversions. Thanks a lot.[/i][/i][/i] [/QUOTE]

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