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Anuj Srivastava

Researcher at Florida State University

Publications -  359
Citations -  14537

Anuj Srivastava is an academic researcher from Florida State University. The author has contributed to research in topics: Shape analysis (digital geometry) & Geodesic. The author has an hindex of 53, co-authored 345 publications receiving 13343 citations. Previous affiliations of Anuj Srivastava include Washington University in St. Louis & National Institute of Standards and Technology.

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Journal ArticleDOI

Jump–diffusion Markov processes on orthogonal groups for object pose estimation

TL;DR: In this paper, a Bayesian approach was proposed to estimate both the target orientations and their numbers simultaneously, where the unknown parameter is an element of the rotation group SO(3) k.
Proceedings Article

3D dynamic expression recognition based on a novel Deformation Vector Field and Random Forest

TL;DR: By applying LDA-based feature space transformation for dimensionality reduction which is followed by a Multi-class Random Forest learning algorithm, the proposed approach achieved 93% average recognition rate on BU-4DFE database and outperforms state-of-art approaches.
Journal ArticleDOI

An information-geometric framework for statistical inferences in the neural spike train space

TL;DR: This work develops a parametrized family of metrics that takes into account different warpings in the time domain and generalizes several currently used spike train distances, and presents an efficient recursive algorithm to compute the sample mean of a set of spike trains with arbitrary numbers of spikes.
Journal ArticleDOI

Statistical hypothesis pruning for identifying faces from infrared images

TL;DR: A Bayesian approach to identify faces from their IR facial images amounts to testing of discrete hypotheses in presence of nuisance variables such as pose, facial expression, and thermal state using a parametric family introduced by Grenader and Srivastava.