Euclidean Distance calculation formula is as follows:
protein contact map represents the distance between all possible amino acid residue pairs of a three-dimensional protein structure using a binary two-dimensional matrix. For two residues
protein distance map is a two-dimensional matrix, where each value represents a residue–residue distance. Its binary form is known as a contact map.