Covariances in Computer Vision and Machine Learning - Synthesis Lectures on Computer Vision - Ha Quang Minh - Bøker - Springer International Publishing AG - 9783031006920 - 7. november 2017
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Covariances in Computer Vision and Machine Learning - Synthesis Lectures on Computer Vision

Ha Quang Minh

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Covariances in Computer Vision and Machine Learning - Synthesis Lectures on Computer Vision

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 Bøker     Pocketbok   (Bok med mykt omslag og limt rygg)
Utgitt 7. november 2017
ISBN13 9783031006920
Utgivere Springer International Publishing AG
Antall sider 156
Mål 334 g
Språk Engelsk