Search Results for author: Xianqiu Li

Found 1 papers, 0 papers with code

Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition

no code implementations17 Aug 2016 Zhiwu Huang, Ruiping Wang, Xianqiu Li, Wenxian Liu, Shiguang Shan, Luc van Gool, Xilin Chen

Specifically, by exploiting the Riemannian geometry of the manifold of fixed-rank Positive Semidefinite (PSD) matrices, we present a new solution to reduce optimizing over the space of column full-rank transformation matrices to optimizing on the PSD manifold which has a well-established Riemannian structure.

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