K-tangent spaces on Riemannian manifolds for improved pedestrian detection

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 tang...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Sanin, A., Sanderson, C., Harandi, M. T., Lovell, B. C.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Boosting covariance descriptors Histograms Manifolds pedestrian detection Riemannian manifolds Support vector machines Symmetric matrices tangent spaces Training Vectors
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!