Range-image-based calculation of three-dimensional convex object moments
Bingcheng Li, Jun Shen · IEEE Transactions on Robotics and Automation · 1993
In the paper, a novel method is proposed to calculate three-dimensional (3-D) moments. First, a discrete Gaussian theorem is proposed to convert the summation in a 3-D volume domain to that on a 2-D plane region, which decreases computational complexity from O(N/sup 3/) to O(N/sup 2/). Second, a Pascal triangle transform, a Pascal triangle matrix, and a systolic structure are proposed to calculate the monomials on a 3-D object boundary surface, which simplifies the monomial calculation. Third, a range-image measurement system is used to implement the new method. Finally, a comparison of the authors' method with the known ones is provided, showing that the authors' method is much simpler.>