Search Results for author: Andres Sanin

Found 4 papers, 0 papers with code

MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos

no code implementations19 Jun 2014 Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell

Robust foreground object segmentation via background modelling is a difficult problem in cluttered environments, where obtaining a clear view of the background to model is almost impossible.

Object Tracking Semantic Segmentation

K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection

no code implementations5 Mar 2014 Andres Sanin, Conrad Sanderson, Mehrtash T. Harandi, Brian C. Lovell

For covariance-based image descriptors, taking into account the curvature of the corresponding feature space has been shown to improve discrimination performance.

Pedestrian Detection

Shadow Detection: A Survey and Comparative Evaluation of Recent Methods

no code implementations4 Apr 2013 Andres Sanin, Conrad Sanderson, Brian C. Lovell

Furthermore, we propose the use of tracking performance as an unbiased approach for determining the practical usefulness of shadow detection methods.

object-detection Object Detection +2

Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition

no code implementations25 Mar 2013 Andres Sanin, Conrad Sanderson, Mehrtash T. Harandi, Brian C. Lovell

We propose a new action and gesture recognition method based on spatio-temporal covariance descriptors and a weighted Riemannian locality preserving projection approach that takes into account the curved space formed by the descriptors.

General Classification Gesture Recognition +1

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