| 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 | 138* | 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 | 103 | 2014 |
| Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons P Koniusz, A Cherian, F Porikli ECCV, 2016 | 86 | 2016 |
| Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet Divergence Cherian, Anoop, Suvrit Sra, Arindam Banerjee, Nikolaos Papanikolopoulos Proceedings of the 2011 International Conference on Computer Vision, 2399-2406, 2011 | 85* | 2011 |
| 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 | 61 | 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 | 55 | 2016 |
| 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 | 55 | 2009 |
| Generalized rank pooling for activity recognition A Cherian, B Fernando, M Harandi, S Gould CVPR, 2017 | 52 | 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 | 51 | 2009 |
| Visual Permutation Learning R SantaCruz, B Fernando, A Cherian, S Gould IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018 | 50* | 2018 |
| 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 | 50 | 2011 |
| Riemannian Sparse Coding for Positive Definite Matrices A Cherian, S Sra European Conference on Computer Vision (ECCV), 299-314, 2014 | 48 | 2014 |
| 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 | 46 | 2019 |
| 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 |
| DeepPermNet: Visual Permutation Learning RS Cruz, B Fernando, A Cherian, S Gould CVPR, 2017 | 44* | 2017 |
| 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 | 44 | 2014 |
| 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 | 40 | 2012 |
| Video representation learning using discriminative pooling J Wang, A Cherian, F Porikli, S Gould CVPR, 2018 | 35 | 2018 |
| Ordered pooling of optical flow sequences for action recognition J Wang, A Cherian, F Porikli WACV, 2017 | 31 | 2017 |
| Higher-order pooling of CNN features via kernel linearization for action recognition A Cherian, P Koniusz, S Gould WACV, 2017 | 29 | 2017 |
Nikolaos PapanikolopoulosProfessor of Computer Science, University of MinnesotaVerified email at cs.umn.edu
