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Anoop Cherian, Ph.D. - Publications

Affiliations: 
2013 Computer Science University of Minnesota, Twin Cities, Minneapolis, MN 
Area:
Computer Science, Robotics
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23 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Cherian A, Wang J. Generalized One-Class Learning Using Pairs of Complementary Classifiers. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34181535 DOI: 10.1109/TPAMI.2021.3092999  0.333
2021 Cherian A, Stanitsas P, Wang J, Harandi MT, Morellas V, Papanikolopoulos N. Learning Log-Determinant Divergences for Positive Definite Matrices. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33856984 DOI: 10.1109/TPAMI.2021.3073588  0.686
2020 Stanitsas P, Cherian A, Morellas V, Tejpaul R, Papanikolopoulos N, Truskinovsky A. Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data. Frontiers in Digital Health. 2. PMID 33345255 DOI: 10.3389/fdgth.2020.572671  0.679
2019 Wang J, Cherian A. Discriminative Video Representation Learning Using Support Vector Classifiers. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31449006 DOI: 10.1109/Tpami.2019.2937292  0.439
2018 Santa Cruz R, Fernando B, Cherian A, Gould S. Visual Permutation Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30295613 DOI: 10.1109/Tpami.2018.2873701  0.472
2018 Cherian A, Gould S. Second-order Temporal Pooling for Action Recognition International Journal of Computer Vision. 127: 340-362. DOI: 10.1007/S11263-018-1111-5  0.4
2017 Zhong N, Yang W, Cherian A, Yang X, Xia G, Liao M. Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding Ieee Transactions On Geoscience and Remote Sensing. 55: 5381-5390. DOI: 10.1109/Tgrs.2017.2707243  0.414
2016 Cherian A, Sra S. Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices. Ieee Transactions On Neural Networks and Learning Systems. PMID 28113681 DOI: 10.1109/Tnnls.2016.2601307  0.473
2016 Cherian A, Morellas V, Papanikolopoulos N. Bayesian Nonparametric Clustering for Positive Definite Matrices. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 862-74. PMID 27046838 DOI: 10.1109/Tpami.2015.2456903  0.567
2015 Andersh J, Cherian A, Mettler B, Papanikolopoulos N. A vision based ensemble approach to velocity estimation for miniature rotorcraft Autonomous Robots. 39: 123-138. DOI: 10.1007/S10514-015-9430-7  0.547
2014 Cherian A, Sra S, Morellas V, Papanikolopoulos N. Efficient nearest neighbors via robust sparse hashing. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 3646-55. PMID 25122742 DOI: 10.1109/Tip.2014.2324280  0.594
2014 Somasundaram G, Cherian A, Morellas V, Papanikolopoulos N. Action recognition using global spatio-temporal features derived from sparse representations Computer Vision and Image Understanding. 123: 1-13. DOI: 10.1016/J.Cviu.2014.01.002  0.741
2013 Cherian A, Sra S, Banerjee A, Papanikolopoulos N. Jensen-Bregman LogDet divergence with application to efficient similarity search for covariance matrices. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2161-74. PMID 23868777 DOI: 10.1109/Tpami.2012.259  0.614
2012 Sivalingam R, Cherian A, Fasching J, Walczak N, Bird N, Morellas V, Murphy B, Cullen K, Lim K, Sapiro G, Papanikolopoulos N. A multi-sensor visual tracking system for behavior monitoring of at-risk children Proceedings - Ieee International Conference On Robotics and Automation. 1345-1350. DOI: 10.1109/ICRA.2012.6225280  0.652
2012 Fehr D, Cherian A, Sivalingam R, Nickolay S, Morellas And V, Papanikolopoulos N. Compact covariance descriptors in 3D point clouds for object recognition Proceedings - Ieee International Conference On Robotics and Automation. 1793-1798. DOI: 10.1109/ICRA.2012.6224740  0.73
2012 Cherian A, Morellas V, Papanikolopoulos N. Robust sparse hashing Proceedings - International Conference On Image Processing, Icip. 2417-2420. DOI: 10.1109/ICIP.2012.6467385  0.583
2011 Cherian A, Morellas V, Papanikolopoulos N. Approximate nearest neighbors via dictionary learning Proceedings of Spie - the International Society For Optical Engineering. 8058. DOI: 10.1117/12.887484  0.635
2011 Cherian A, Sra S, Banerjee A, Papanikolopoulos N. Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet Divergence Proceedings of the Ieee International Conference On Computer Vision. 2399-2406. DOI: 10.1109/ICCV.2011.6126523  0.549
2011 Cherian A, Sra S, Papanikolopoulos N. Denoising sparse noise via online dictionary learning Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2060-2063. DOI: 10.1109/ICASSP.2011.5946730  0.569
2011 Cherian A, Morellas V, Papanikolopoulos N, Bedros SJ. Dirichlet process mixture models on symmetric positive definite matrices for appearance clustering in video surveillance applications Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3417-3424. DOI: 10.1109/CVPR.2011.5995723  0.522
2010 Cherian A, Andersh J, Morellas V, Mettler B, Papanikolopoulos N. Motion estimation of a miniature helicopter using a single onboard camera Proceedings of the 2010 American Control Conference, Acc 2010. 4456-4461.  0.514
2009 Cherian A, Morellas V, Papanikolopoulos N. Accurate 3D ground plane estimation from a single image Proceedings - Ieee International Conference On Robotics and Automation. 2243-2249. DOI: 10.1109/ROBOT.2009.5152260  0.522
2009 Cherian A, Andersh J, Morellas V, Papanikolopoulos N, Mettler B. Autonomous altitude estimation of a UAV using a single onboard camera 2009 Ieee/Rsj International Conference On Intelligent Robots and Systems, Iros 2009. 3900-3905. DOI: 10.1109/IROS.2009.5354307  0.575
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