X0 = centers[:,3] Y0 = centers[:,4] # print X,Y plt.plot(X0,Y0,"rx") #Test rectangle extraction indexes = S.calcRectIndexes(imgSpace, centers[12], gridInterval) rectangle = imgSpace[indexes] X1 = rectangle[:,3] Y1 = rectangle[:,4] plt.plot(X1,Y1,"bx") plt.plot(X0,Y0,"rx") #Test distance calculation distance = S.calcDistance(gridInterval, rectangle, centers[12]) print rectangle.shape print distance.shape #Test clustering distances = S.calcAllDistances(imgSpace, centers, K, gridInterval) print distances.shape print distances[0:10,:] # plt.show()
