no code implementations • CVPR 2015 • Jingming Dong, Nikolaos Karianakis, Damek Davis, Joshua Hernandez, Jonathan Balzer, Stefano Soatto
We frame the problem of local representation of imaging data as the computation of minimal sufficient statistics that are invariant to nuisance variability induced by viewpoint and illumination.
no code implementations • 23 Nov 2013 • Jingming Dong, Jonathan Balzer, Damek Davis, Joshua Hernandez, Stefano Soatto
We propose an extension of popular descriptors based on gradient orientation histograms (HOG, computed in a single image) to multiple views.