Distances and kernels based on cumulative distribution functions - Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition - page 466

All these values are independent of a . They indicate minimal similarity and maximal dis-
similarity.
The earth mover's distance (EMD), also known as the Wasserstein metric ([ 7 ] ), is defined as