On the Design and Analysis of Multiple View Descriptors

23 Nov 2013Jingming DongJonathan BalzerDamek DavisJoshua HernandezStefano Soatto

We propose an extension of popular descriptors based on gradient orientation histograms (HOG, computed in a single image) to multiple views. It hinges on interpreting HOG as a conditional density in the space of sampled images, where the effects of nuisance factors such as viewpoint and illumination are marginalized... (read more)

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