Computing Principal Components Dynamically

الأصل · EN

In this paper we present closed-form solutions for efficiently updating the principal components of a set of n points, when m points are added or deleted from the point set. For both operations performed on a discrete point set in Rᵈ, we can compute the new principal components in O(m) time for fixed d. This is a significant improvement over the commonly used approach of recomputing the principal components from scratch, which takes O(n+m) time. An important application of the above result is the dynamical computation of bounding boxes based on principal component analysis. PCA bounding boxes are very often used in many fields, among others in computer graphics for collision detection and fast rendering. We have implemented and evaluated few algorithms for computing dynamically PCA bounding boxes in R³. In addition, we present closed-form solutions for computing dynamically principal components of continuous point sets in R² and R³. In both cases, discrete and continuous, to compute the new principal components, no additional data structures or storage are needed.