Anoop Cherian

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	All	Since 2016
Citations	1771	1416
h-index	24	21
i10-index	43	41

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20102011201220132014201520162017201820192020202111 15 27 61 81 110 170 223 227 342 432 17

Co-authors

Nikolaos PapanikolopoulosProfessor of Computer Science, University of MinnesotaVerified email at cs.umn.edu
Vassilios MorellasComputer Science & Engineering, University of MinnesotaVerified email at cs.umn.edu
Stephen GouldAustralian National UniversityVerified email at anu.edu.au
Suvrit SraMITVerified email at mit.edu
Tim K. MarksPrincipal Research Scientist, Mitsubishi Electric Research Labs (MERL)Verified email at merl.com
Chiori HoriMERLVerified email at merl.com
Basura FernandoScientist at A*STAR SingaporeVerified email at ihpc.a-star.edu.sg
Piotr KoniuszSenior researcher, Data61/CSIRO (former NICTA). Senior honorary lecturer, ANU, CanberraVerified email at data61.csiro.au
Fatih PorikliQualcomm, Australian National UniversityVerified email at anu.edu.au
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Mehrtash HarandiMonash UniversityVerified email at monash.edu
Devi ParikhGeorgia Tech, Facebook AI ResearchVerified email at gatech.edu
Irfan EssaDistinguished Professor of Computing, Georgia Tech / Research Scientist, GoogleVerified email at gatech.edu
Dhruv BatraGeorgia Tech and Facebook AI ResearchVerified email at gatech.edu
Huda AlamriGeorgia institute of technologyVerified email at gatech.edu
Takaaki HoriMERLVerified email at merl.com
Hongdong LiAustralian National UniversityVerified email at anu.edu.au
Yuchao Dai (戴玉超)Northwestern Polytechnical UniversityVerified email at nwpu.edu.cn
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Karteek AlahariInriaVerified email at inria.fr

Anoop Cherian

Mitsubishi Electric Research Labs (MERL), Australian National University

Verified email at merl.com - Homepage

Computer Vision Machine Learning Deep Learning Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices A Cherian, S Sra, A Banerjee, N Papanikolopoulos IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (9), 2161-2174, 2013	232*	2013
Mixing body-part sequences for human pose estimation A Cherian, J Mairal, K Alahari, C Schmid Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014	109	2014
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons P Koniusz, A Cherian, F Porikli ECCV, 2016	103	2016
Riemannian dictionary learning and sparse coding for positive definite matrices A Cherian, S Sra IEEE transactions on neural networks and learning systems 28 (12), 2859-2871, 2016	72	2016
On differentiating parameterized argmin and argmax problems with application to bi-level optimization S Gould, B Fernando, A Cherian, P Anderson, RS Cruz, E Guo arXiv preprint arXiv:1607.05447, 2016	72	2016
Generalized rank pooling for activity recognition A Cherian, B Fernando, M Harandi, S Gould CVPR, 2017	65	2017
Autonomous altitude estimation of a UAV using a single onboard camera A Cherian, J Andersh, V Morellas, N Papanikolopoulos, B Mettler 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2009	58	2009
End-to-end audio visual scene-aware dialog using multimodal attention-based video features C Hori, H Alamri, J Wang, G Wichern, T Hori, A Cherian, TK Marks, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	55	2019
DeepPermNet: Visual Permutation Learning RS Cruz, B Fernando, A Cherian, S Gould CVPR, 2017	54*	2017
Accurate 3D ground plane estimation from a single image A Cherian, V Morellas, N Papanikolopoulos 2009 IEEE International Conference on Robotics and Automation, 2243-2249, 2009	54	2009
Riemannian Sparse Coding for Positive Definite Matrices A Cherian, S Sra European Conference on Computer Vision (ECCV), 299-314, 2014	52	2014
Generalized dictionary learning for symmetric positive definite matrices with application to nearest neighbor retrieval S Sra, A Cherian Joint European conference on machine learning and knowledge discovery in …, 2011	52	2011
Video representation learning using discriminative pooling J Wang, A Cherian, F Porikli, S Gould CVPR, 2018	49	2018
Action recognition using global spatio-temporal features derived from sparse representations G Somasundaram, A Cherian, V Morellas, N Papanikolopoulos Computer Vision and Image Understanding 123, 1-13, 2014	47	2014
Compact covariance descriptors in 3d point clouds for object recognition D Fehr, A Cherian, R Sivalingam, S Nickolay, V Morellas, ... 2012 IEEE International Conference on Robotics and Automation, 1793-1798, 2012	45	2012
A multi-sensor visual tracking system for behavior monitoring of at-risk children R Sivalingam, A Cherian, J Fasching, N Walczak, N Bird, V Morellas, ... 2012 IEEE International Conference on Robotics and Automation, 1345-1350, 2012	42	2012
Ordered pooling of optical flow sequences for action recognition J Wang, A Cherian, F Porikli WACV, 2017	39	2017
Higher-order pooling of CNN features via kernel linearization for action recognition A Cherian, P Koniusz, S Gould WACV, 2017	33	2017
Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective S Kumar, A Cherian, Y Dai, H Li CVPR, 2018	30	2018
Sparse Coding for Third-order Super-symmetric Tensor Descriptors with Application to Texture Recognition P Koniusz, A Cherian CVPR, 2016	30	2016

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