| Factorization strategies for third-order tensors ME Kilmer, CD Martin Linear Algebra and its Applications 435 (3), 641-658, 2011 | 1091 | 2011 |
| Third-order tensors as operators on matrices: A theoretical and computational framework with applications in imaging ME Kilmer, K Braman, N Hao, RC Hoover SIAM Journal on Matrix Analysis and Applications 34 (1), 148-172, 2013 | 999 | 2013 |
| Imaging the body with diffuse optical tomography DA Boas, DH Brooks, EL Miller, CA DiMarzio, M Kilmer, RJ Gaudette, ... IEEE signal processing magazine 18 (6), 57-75, 2001 | 986 | 2001 |
| Novel methods for multilinear data completion and de-noising based on tensor-SVD Z Zhang, G Ely, S Aeron, N Hao, M Kilmer Proceedings of the IEEE conference on computer vision and pattern …, 2014 | 779 | 2014 |
| Choosing regularization parameters in iterative methods for ill-posed problems ME Kilmer, DP O'Leary SIAM Journal on matrix analysis and applications 22 (4), 1204-1221, 2001 | 425 | 2001 |
| Tensor-based formulation and nuclear norm regularization for multienergy computed tomography O Semerci, N Hao, ME Kilmer, EL Miller IEEE Transactions on Image Processing 23 (4), 1678-1693, 2014 | 377 | 2014 |
| Efficient determination of multiple regularization parameters in a generalized L-curve framework M Belge, ME Kilmer, EL Miller Inverse problems 18 (4), 1161, 2002 | 314 | 2002 |
| Tensor–tensor products with invertible linear transforms E Kernfeld, M Kilmer, S Aeron Linear Algebra and its Applications 485, 545-570, 2015 | 271 | 2015 |
| Wavelet domain image restoration with adaptive edge-preserving regularization M Belge, ME Kilmer, EL Miller IEEE Transactions on Image Processing 9 (4), 597-608, 2000 | 268 | 2000 |
| Tomographic optical breast imaging guided by three-dimensional mammography A Li, EL Miller, ME Kilmer, TJ Brukilacchio, T Chaves, J Stott, Q Zhang, ... Applied optics 42 (25), 5181-5190, 2003 | 265 | 2003 |
| Facial recognition using tensor-tensor decompositions N Hao, ME Kilmer, K Braman, RC Hoover SIAM Journal on Imaging Sciences 6 (1), 437-463, 2013 | 209 | 2013 |
| Exploiting residual information in the parameter choice for discrete ill-posed problems PC Hansen, ME Kilmer, RH Kjeldsen BIT Numerical Mathematics 46, 41-59, 2006 | 187 | 2006 |
| A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient RJ Gaudette, DH Brooks, CA DiMarzio, ME Kilmer, EL Miller, T Gaudette, ... Physics in Medicine & Biology 45 (4), 1051, 2000 | 165 | 2000 |
| Parametric level set methods for inverse problems A Aghasi, M Kilmer, EL Miller SIAM Journal on Imaging Sciences 4 (2), 618-650, 2011 | 152 | 2011 |
| A projection-based approach to general-form Tikhonov regularization ME Kilmer, PC Hansen, MI Espanol SIAM Journal on Scientific Computing 29 (1), 315-330, 2007 | 147 | 2007 |
| Recycling subspace information for diffuse optical tomography ME Kilmer, E De Sturler SIAM Journal on Scientific Computing 27 (6), 2140-2166, 2006 | 130 | 2006 |
| Optimal linear inverse solution with multiple priors in diffuse optical tomography A Li, G Boverman, Y Zhang, D Brooks, EL Miller, ME Kilmer, Q Zhang, ... Applied optics 44 (10), 1948-1956, 2005 | 124 | 2005 |
| A third-order generalization of the matrix svd as a product of third-order tensors ME Kilmer, CD Martin, L Perrone Tufts University, Department of Computer Science, Tech. Rep. TR-2008-4, 2008 | 98 | 2008 |
| A tensor-based dictionary learning approach to tomographic image reconstruction S Soltani, ME Kilmer, PC Hansen BIT Numerical Mathematics 56, 1425-1454, 2016 | 91 | 2016 |
| A new shape-based method for object localization and characterization from scattered field data EL Miller, M Kilmer, C Rappaport IEEE Transactions on Geoscience and Remote Sensing 38 (4), 1682-1696, 2000 | 89 | 2000 |
