| Application of the Karhunen-Loeve procedure for the characterization of human faces M Kirby, L Sirovich IEEE Transactions on Pattern analysis and Machine intelligence 12 (1), 103-108, 1990 | 4124 | 1990 |
| Low-dimensional procedure for the characterization of human faces L Sirovich, M Kirby Journal of the Optical Society of America A 4 (3), 519-524, 1987 | 3885 | 1987 |
| Persistence images: A stable vector representation of persistent homology H Adams, T Emerson, M Kirby, R Neville, C Peterson, P Shipman, ... Journal of Machine Learning Research 18 (8), 1-35, 2017 | 947 | 2017 |
| Geometric data analysis: an empirical approach to dimensionality reduction and the study of patterns M Kirby John Wiley & Sons, Inc., 2000 | 463 | 2000 |
| Action classification on product manifolds YM Lui, JR Beveridge, M Kirby 2010 IEEE computer society conference on computer vision and pattern …, 2010 | 170 | 2010 |
| An eigenfunction approach to large scale transitional structures in jet flow L Sirovich, M Kirby, M Winter Physics of Fluids A: Fluid Dynamics 2 (2), 127-136, 1990 | 108 | 1990 |
| Circular nodes in neural networks MJ Kirby, R Miranda Neural Computation 8 (2), 390-402, 1996 | 106 | 1996 |
| Feature selection and blind source separation in an EEG-based brain-computer interface DA Peterson, JN Knight, MJ Kirby, CW Anderson, MH Thaut EURASIP Journal on Advances in Signal Processing 2005, 1-13, 2005 | 97 | 2005 |
| A new approach to dimensionality reduction: Theory and algorithms DS Broomhead, M Kirby SIAM Journal on Applied Mathematics 60 (6), 2114-2142, 2000 | 97 | 2000 |
| Geometric subspace methods and time-delay embedding for EEG artifact removal and classification CW Anderson, JN Knight, T O'Connor, MJ Kirby, A Sokolov IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (2 …, 2006 | 86 | 2006 |
| Reconstructing phase space from PDE simulations M Kirby, D Armbruster Zeitschrift für angewandte Mathematik und Physik ZAMP 43, 999-1022, 1992 | 79 | 1992 |
| A flag representation for finite collections of subspaces of mixed dimensions B Draper, M Kirby, J Marks, T Marrinan, C Peterson Linear Algebra and its Applications 451, 15-32, 2014 | 71 | 2014 |
| Finding the subspace mean or median to fit your need T Marrinan, J Ross Beveridge, B Draper, M Kirby, C Peterson Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014 | 67 | 2014 |
| Minimal dynamical systems from PDEs using Sobolev eigenfunctions M Kirby Physica D: Nonlinear Phenomena 57 (3-4), 466-475, 1992 | 67 | 1992 |
| A proper orthogonal decomposition of a simulated supersonic shear layer M Kirby, JP Boris, L Sirovich International journal for numerical methods in fluids 10 (4), 411-428, 1990 | 66 | 1990 |
| The Whitney Reduction Network: A method for computing autoassociative graphs DS Broomhead, MJ Kirby Neural Computation 13 (11), 2595-2616, 2001 | 62 | 2001 |
| Principal angles separate subject illumination spaces in YDB and CMU-PIE JR Beveridge, BA Draper, JM Chang, M Kirby, H Kley, C Peterson IEEE transactions on pattern analysis and machine intelligence 31 (2), 351-363, 2008 | 59 | 2008 |
| Which biomarkers reveal neonatal sepsis? K Wang, V Bhandari, S Chepustanova, G Huber, S O′ Hara, ... PloS one 8 (12), e82700, 2013 | 58 | 2013 |
| A fractal dimension for measures via persistent homology H Adams, M Aminian, E Farnell, M Kirby, J Mirth, R Neville, C Peterson, ... Topological Data Analysis: The Abel Symposium 2018, 1-31, 2020 | 49 | 2020 |
| A model problem in the representation of digital image sequences M Kirby, F Weisser, G Dangelmayr Pattern Recognition 26 (1), 63-73, 1993 | 49 | 1993 |
