116 citations · 1.1k across the 96 of their papers we have counts for
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On the Design and Analysis of Multiple View Descriptors
Jingming Dong, Jonathan Balzer, Damek Davis +2
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 cond…
Volumetric Reconstruction Applied to Perceptual Studies of Size and Weight
J. Balzer, M. Peters, S. Soatto
We explore the application of volumetric reconstruction from structured-light sensors in cognitive neuroscience, specifically in the quantification of the size-weight illusion, whe…
Observability, Identifiability and Sensitivity of Vision-Aided Navigation
Joshua Hernandez, Konstantine Tsotsos, Stefano Soatto
We analyze the observability of motion estimates from the fusion of visual and inertial sensors. Because the model contains unknown parameters, such as sensor biases, the problem i…
Second-order Shape Optimization for Geometric Inverse Problems in Vision
J. Balzer, S. Soatto
We develop a method for optimization in shape spaces, i.e., sets of surfaces modulo re-parametrization. Unlike previously proposed gradient flows, we achieve superlinear convergenc…