Covariances in Computer Vision and Machine Learning - Synthesis Lectures on Computer Vision - Ha Quang Minh - Books - Springer International Publishing AG - 9783031006920 - November 7, 2017
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Ha Quang Minh
Covariances in Computer Vision and Machine Learning - Synthesis Lectures on Computer Vision

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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.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released November 7, 2017
ISBN13 9783031006920
Publishers Springer International Publishing AG
Pages 156
Dimensions 150 × 220 × 10 mm   ·   334 g
Language English  

See all of Ha Quang Minh ( e.g. Paperback Book )