Local Log-Euclidean Multivariate Gaussian Descriptor and Its Application to Image Classification

This paper presents a novel image descriptor to effectively characterize the local, high-order image statistics. Our work is inspired by the Diffusion Tensor Imaging and the structure tensor method (or covariance descriptor), and motivated by popular distribution-based descriptors such as SIFT and H...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 4 vom: 15. Apr., Seite 803-817
1. Verfasser: Peihua Li (VerfasserIn)
Weitere Verfasser: Qilong Wang, Hui Zeng, Lei Zhang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't