Algorithm 2. Overlapping-patches sequential reconstruction strategy

Input: Patch-base prediction result preds, image size img_h, img_w, stride stride_h, strid_w

Output: Final segmentation result final_avg

Calculate patches number N_patches_h in height for each image

Calculate patches number in width N_patches_w for each image     Calculate patches number N_patches_img for each image

for i=1 to N_patches_img

for h=1 to N_patches_h

for w=1 to N_patches_w.

obtain pixel predicted probability full_pro

obtain pixel predicted frequency full_sum

Calculate final segmentation result final_avg

return final segmentation result