根据PASCAL challenges的标准：intersection-over-union score，所写的matlab评价程序，处理二值图像。

 

其思想即分割结果与Ground Trueth的交集比上它们的并集，即为分割的准确率，代码如下：

 

1 function performance =get_performance_iou_binary(ImgResult, ImgGT) 2  3 % background color & foreground 4 bg_color = 0 ; 5 fg_color = 255 ; 6  7 % check the size 8 [rh rw rd] = size(ImgResult); 9 [gh gw gd] = size(ImgGT);10 11 if rh~=gh || rw~=gw || rd~=gd12     return;13 end14 15 % performance by intersection-over-union16 intersection=0;17 unionsection=0;18 19 for i=1:rh20     for j=1:rw21         if ImgResult(i,j)==fg_color && ImgGT(i,j)==fg_color22             intersection=intersection+1;23         end24         if ImgResult(i,j)==fg_color || ImgGT(i,j)==fg_color25             unionsection=unionsection+1;26         end27     end28 end29 30 if unionsection==031     performance=100;32 else33     performance=100*intersection/unionsection;34 end35 36 end