4 papers
Shape-Biased Domain Generalization via Shock Graph Embeddings
Maruthi Narayanan, Vickram Rajendran, Benjamin Kimia
There is an emerging sense that the vulnerability of Image Convolutional Neural Networks (CNN), i.e., sensitivity to image corruptions, perturbations, and adversarial attacks, is c…
Robust pose tracking with a joint model of appearance and shape
Yuliang Guo, Lakshmi Narasimhan Govindarajan, Benjamin Kimia +1
We present a novel approach for estimating the 2D pose of an articulated object with an application to automated video analysis of small laboratory animals. We have found that defo…
The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning
Anil Usumezbas, Ricardo Fabbri, Benjamin Kimia
The three-dimensional reconstruction of scenes from multiple views has made impressive strides in recent years, chiefly by methods correlating isolated feature points, intensities,…
Multiview Differential Geometry of Curves
Ricardo Fabbri, Benjamin Kimia
The field of multiple view geometry has seen tremendous progress in reconstruction and calibration due to methods for extracting reliable point features and key developments in pro…