Covariances in Computer Vision and Machine Learning - Ha Quang Minh - Paperback Bog - Springer International Publishing AG - 2017 - Engelsk -
Brand: Springer International Publishing AG
Description
Computationally, we focus on kernel methods on covariance matrices, especially using the Log-Euclidean distance.We then show some of the latest developments in the generalization of the finite-dimensional covariance matrix representation to the {\it infinite-dimensional covariance operator} representation via positive definite kernels.