Stuart Geman
Impact in
- Statistics and Probability top 0.05%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
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- Medical Image Segmentation Techniques
- Image and Signal Denoising Methods
- Image Retrieval and Classification Techniques
- Advanced Image and Video Retrieval Techniques
Papers in
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- Neural Networks and Applications 6
- Natural Language Processing Techniques 4
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- Medical Image Segmentation Techniques 6
- Image and Signal Denoising Methods 6
- Image Retrieval and Classification Techniques 6
- Advanced Image and Video Retrieval Techniques 5
- Co-authors
- Donald Geman (6 shared papers)Elie Bienenstock (8 shared papers)René Doursat (1 shared paper)Chii-Ruey Hwang (3 shared papers)Donald E. McClure (2 shared papers)Christine Graffigne (1 shared paper)Po Dong (1 shared paper)Zhiyi Chi (3 shared papers)
- Journals
- Proceedings of the National Academy of Sciences (3 papers)The Annals of Probability (2 papers)SIAM Journal on Applied Mathematics (2 papers)Neural Computation (2 papers)The Annals of Statistics (2 papers)
- Partner nations
- United StatesTaiwanFrance
In The Last Decade
Stuart Geman
55 papers receiving 16.2k citations
Stuart Geman's Hit Papers
Peers
Comparison fields: 5 of 217
- Statistics and Probability 2.7k
- Computer Vision and Pattern Recognition 5.6k
- Artificial Intelligence 5.9k
- Media Technology 1.4k
- Signal Processing 933
Countries citing papers authored by Stuart Geman
This map shows the geographic impact of Stuart Geman's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stuart Geman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stuart Geman more than expected).
Fields of papers citing papers by Stuart Geman
This network shows the impact of papers produced by Stuart Geman. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stuart Geman. The network helps show where Stuart Geman may publish in the future.
Co-authors
The 25 scholars most cited alongside Stuart Geman, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 56 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images Hit paper breakdown → | 1984 | 11900 |
| 2 | Neural Networks and the Bias/Variance Dilemma Hit paper breakdown → | 1992 | 2290 |
| 3 | Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images* Hit paper breakdown → | 1993 | 691 |
| 4 | Statistical methods for tomographic image reconstruction | 1987 | 403 |
| 5 | 1990 | 342 | |
| 6 | 1982 | 229 | |
| 7 | 1980 | 226 | |
| 8 | 1986 | 198 | |
| 9 | 2015 | 170 | |
| 10 | 1999 | 131 | |
| 11 | 2006 | 109 | |
| 12 | 2011 | 89 | |
| 13 | 1983 | 82 | |
| 14 | Estimation of probabilistic context-free grammars | 1998 | 63 |
| 15 | Markov Random Field Image Models and Their Applications to Computer Vision | 2010 | 62 |
| 16 | Compositionality, MDL Priors, and Object Recognition | 1996 | 61 |
| 17 | 2006 | 54 | |
| 18 | 2003 | 53 | |
| 19 | 1995 | 48 | |
| 20 | 2008 | 47 |
About Stuart Geman
Stuart Geman is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Cognitive Neuroscience, Statistics and Probability and Molecular Biology, having authored 56 papers that have together received 17.7k indexed citations. Recurring topics across this work include Neural dynamics and brain function (13 papers), Medical Image Segmentation Techniques (6 papers), Neural Networks and Applications (6 papers), Image and Signal Denoising Methods (6 papers), Image Retrieval and Classification Techniques (6 papers), Advanced Image and Video Retrieval Techniques (5 papers), Visual perception and processing mechanisms (5 papers) and Natural Language Processing Techniques (4 papers). The work is most often cited by research in Statistics and Probability (2.7k citations), Computer Vision and Pattern Recognition (5.6k citations), Artificial Intelligence (5.9k citations), Media Technology (1.4k citations) and Signal Processing (933 citations). Stuart Geman has collaborated with scholars based in United States, Taiwan and France. Frequent co-authors include Donald Geman, Elie Bienenstock, René Doursat, Chii-Ruey Hwang, Donald E. McClure, Christine Graffigne, Po Dong, Zhiyi Chi, Matthew Tom Harrison and Asohan Amarasingham. Their work appears in journals such as Proceedings of the National Academy of Sciences, The Annals of Probability, SIAM Journal on Applied Mathematics, Neural Computation and The Annals of Statistics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.