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08/11/2014
Bags of Affine Subspaces for Robust Object Tracking
We propose an adaptive tracking algorithm where the object is modelled a...
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07/04/2014
Expanding the Family of Grassmannian Kernels: An Embedding Perspective
Modeling videos and image-sets as linear subspaces has proven beneficial...
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07/04/2014
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices
Representing images and videos with Symmetric Positive Definite (SPD) ma...
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03/03/2014
Object Tracking via Non-Euclidean Geometry: A Grassmann Approach
A robust visual tracking system requires an object appearance model that...
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04/16/2013
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach
Recent advances suggest that a wide range of computer vision problems ca...
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03/25/2013