Donald Geman
Donald Geman
Johns Hopkins University, Center for Imaging Science
Adresse e-mail validée de jhu.edu - Page d'accueil
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Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
S Geman, D Geman
IEEE Transactions on pattern analysis and machine intelligence, 721-741, 1984
240371984
Constrained restoration and the recovery of discontinuities
D Geman, G Reynolds
IEEE Transactions on pattern analysis and machine intelligence 14 (3), 367-383, 1992
14311992
Tackling the widespread and critical impact of batch effects in high-throughput data
JT Leek, RB Scharpf, HC Bravo, D Simcha, B Langmead, WE Johnson, ...
Nature Reviews Genetics 11 (10), 733-739, 2010
13392010
Shape quantization and recognition with randomized trees
Y Amit, D Geman
Neural computation 9 (7), 1545-1588, 1997
12321997
Nonlinear image recovery with half-quadratic regularization
D Geman, C Yang
IEEE transactions on Image Processing 4 (7), 932-946, 1995
8971995
Fundamentals of stochastic filtering
A Bain, D Crisan
Springer Science & Business Media, 2008
6702008
Boundary detection by constrained optimization
D Geman, S Geman, C Graffigne, P Dong
IEEE Transactions on pattern analysis and machine intelligence 12 (7), 609-628, 1990
6681990
An active testing model for tracking roads in satellite images
D Geman, B Jedynak
IEEE Transactions on Pattern Analysis and Machine Intelligence 18 (1), 1-14, 1996
6651996
Occupation densities
D Geman, J Horowitz
The Annals of Probability, 1-67, 1980
5071980
Simple decision rules for classifying human cancers from gene expression profiles
AC Tan, DQ Naiman, L Xu, RL Winslow, D Geman
Bioinformatics 21 (20), 3896-3904, 2005
3902005
Random fields and inverse problems in imaging
D Geman
École d'été de probabilités de Saint-Flour XVIII-1988, 115-193, 1990
3711990
Coarse-to-fine face detection
F Fleuret, D Geman
International Journal of computer vision 41 (1-2), 85-107, 2001
3412001
Classifying gene expression profiles from pairwise mRNA comparisons
D Geman, C d'Avignon, DQ Naiman, RL Winslow
Statistical applications in genetics and molecular biology 3 (1), 2004
3332004
Bayes smoothing algorithms for segmentation of binary images modeled by Markov random fields
H Derin, H Elliott, R Cristi, D Geman
IEEE Transactions on Pattern Analysis and Machine Intelligence, 707-720, 1984
2641984
Joint induction of shape features and tree classifiers
Y Amit, D Geman, K Wilder
IEEE transactions on pattern analysis and machine intelligence 19 (11), 1300 …, 1997
2351997
A computational model for visual selection
Y Amit, D Geman
Neural computation 11 (7), 1691-1715, 1999
2261999
Visual turing test for computer vision systems
D Geman, S Geman, N Hallonquist, L Younes
Proceedings of the National Academy of Sciences 112 (12), 3618-3623, 2015
2102015
A coarse-to-fine strategy for multiclass shape detection
Y Amit, D Geman, X Fan
IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (12), 1606 …, 2004
1652004
Robust prostate cancer marker genes emerge from direct integration of inter-study microarray data
L Xu, AC Tan, DQ Naiman, D Geman, RL Winslow
Bioinformatics 21 (20), 3905-3911, 2005
1612005
A local time analysis of intersections of Brownian paths in the plane
D Geman, J Horowitz, J Rosen
The Annals of Probability 12 (1), 86-107, 1984
1521984
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