no code implementations • NeurIPS 2014 • Deepti Pachauri, Risi Kondor, Gautam Sargur, Vikas Singh
Consistently matching keypoints across images, and the related problem of finding clusters of nearby images, are critical components of various tasks in Computer Vision, including Structure from Motion (SfM).
no code implementations • NeurIPS 2013 • Deepti Pachauri, Risi Kondor, Vikas Singh
The problem of matching not just two, but m different sets of objects to each other arises in a variety of contexts, including finding the correspondence between feature points across multiple images in computer vision.
no code implementations • NeurIPS 2012 • Won H. Kim, Deepti Pachauri, Charles Hatt, Moo. K. Chung, Sterling Johnson, Vikas Singh
In contrast to hypothesis tests on point-wise measurements, in this paper, we make the case for performing statistical analysis on multi-scale shape descriptors that characterize the local topological context of the signal around each surface vertex.