Title :
Fast computation of invariant geometric moments: a new method giving correct results
Author :
Yang, Luren ; Albregtsen, Fritz
Author_Institution :
Image Process. Lab., Oslo Univ., Norway
Abstract :
Invariant geometric moments have been widely used in shape analysis and pattern recognition. Using a discrete version of Green´s theorem, the authors propose a method for fast computation of the moments in binary images. The method is similar to-and as efficient as-the previous method of Li and Shen (1991). But the precision is largely improved. The new method gives exactly the same results as if the moments were computed by direct summation over the object area
Keywords :
image recognition; Green´s theorem; binary images; invariant geometric moments; pattern recognition; shape analysis; Computational efficiency; Image processing; Informatics; Kernel; Laboratories; Pattern analysis; Pattern recognition; Shape;
Conference_Titel :
Pattern Recognition, 1994. Vol. 1 - Conference A: Computer Vision & Image Processing., Proceedings of the 12th IAPR International Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6265-4
DOI :
10.1109/ICPR.1994.576257