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Donald Geman | Researchclopedia

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Donald Geman

Johns Hopkins University

165

Works

31,624

Citations

41

h-index

80

i10-index

Research Topics

Gene expression and cancer classification Image Retrieval and Classification Techniques Advanced Image and Video Retrieval Techniques

Affiliations

Université Paris-Sud1990–1990

École Normale Supérieure Paris-Saclay2005–2005

Institut national de recherche en informatique et en automatique2005–2013

Johns Hopkins University2003–2025

Amherst College1977–1994

Top Works

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman,Donald Geman

198417,888 citations

Bioinformatics and Genomic Networks

Molecular Biology Techniques and Applications

Tackling the widespread and critical impact of batch effects in high-throughput data

Jeffrey T. Leek,Robert B. Scharpf,et al.

20102,220 citations

Shape Quantization and Recognition with Randomized Trees

Yali Amit,Donald Geman

19971,266 citations

Constrained restoration and the recovery of discontinuities

Donald Geman,George O. Reynolds

19921,081 citations

Nonlinear image recovery with half-quadratic regularization

Donald Geman,Chengda Yang

1995983 citations

Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images*

Stuart Geman,Donald Geman

1993979 citations

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman,Donald Geman

1987765 citations

An active testing model for tracking roads in satellite images

Donald Geman,Bruno Jedynak

1996498 citations

Boundary detection by constrained optimization

Donald Geman,Stuart Geman,et al.

1990481 citations