323 citations · 804 across the 5 of their papers we have counts for
4 papers
MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos
Vikas Reddy, Conrad Sanderson, Andres Sanin +1
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 i…
K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection
Andres Sanin, Conrad Sanderson, Mehrtash T. Harandi +1
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 don…
Shadow Detection: A Survey and Comparative Evaluation of Recent Methods
Andres Sanin, Conrad Sanderson, Brian C. Lovell
This paper presents a survey and a comparative evaluation of recent techniques for moving cast shadow detection. We identify shadow removal as a critical step for improving object…
Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition
Andres Sanin, Conrad Sanderson, Mehrtash T. Harandi +1
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…