Wavelet edge detection technology was applied to image segmentation of blasted muck-pile,in which quadric B-spline wavelet and a method of adaptive thresholds edge detection for image based on wavelet transform were applied,and methods of expanding and deleting short chain were used to delete untrue edge better.Based on edge detection,the system implemented the quick calculation on rocks area and perimeter with the developed arithmetic.