K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection

5 Mar 2014Andres SaninConrad SandersonMehrtash T. HarandiBrian C. Lovell

For covariance-based image descriptors, taking into account the curvature of the corresponding feature space has been shown to improve discrimination performance. This is often done through representing the descriptors as points on Riemannian manifolds, with the discrimination accomplished on a tangent space... (read more)

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