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 7
- Natural Language Processing Techniques 6
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- Image and Signal Denoising Methods 9
- Medical Image Segmentation Techniques 8
- Image Retrieval and Classification Techniques 7
- Advanced Image and Video Retrieval Techniques 5
- Co-authors
- Donald Geman (10 shared papers)Elie Bienenstock (8 shared papers)René Doursat (1 shared paper)Donald E. McClure (2 shared papers)Chii-Ruey Hwang (3 shared papers)Christine Graffigne (2 shared papers)Po Dong (1 shared paper)Zhiyi Chi (3 shared papers)
- Journals
- Proceedings of the National Academy of Sciences (3 papers)SIAM Journal on Applied Mathematics (2 papers)The Annals of Probability (2 papers)Neural Computation (2 papers)IEEE Transactions on Information Theory (2 papers)
- Partner nations
- United StatesTaiwanFrance
In The Last Decade
Stuart Geman
62 papers receiving 18.8k citations
Stuart Geman's Hit Papers
Peers
Comparison fields: 5 of 219
- Statistics and Probability 3.2k
- Computer Vision and Pattern Recognition 6.7k
- Artificial Intelligence 7.0k
- Media Technology 1.6k
- Signal Processing 1.1k
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 63 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 | 13476 |
| 2 | Neural Networks and the Bias/Variance Dilemma Hit paper breakdown → | 1992 | 2659 |
| 3 | Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images* Hit paper breakdown → | 1993 | 728 |
| 4 | Statistical methods for tomographic image reconstruction | 1987 | 465 |
| 5 | 1987 | 411 | |
| 6 | 1990 | 396 | |
| 7 | 1980 | 247 | |
| 8 | 1982 | 246 | |
| 9 | 1986 | 238 | |
| 10 | 2015 | 193 | |
| 11 | 1999 | 144 | |
| 12 | 2006 | 124 | |
| 13 | Estimation of probabilistic context-free grammars | 1998 | 107 |
| 14 | 2011 | 89 | |
| 15 | 1983 | 88 | |
| 16 | Compositionality, MDL Priors, and Object Recognition | 1996 | 78 |
| 17 | Markov Random Field Image Models and Their Applications to Computer Vision | 2010 | 71 |
| 18 | 2003 | 58 | |
| 19 | 1979 | 57 | |
| 20 | 2006 | 56 |
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 63 papers that have together received 20.6k indexed citations. Recurring topics across this work include Neural dynamics and brain function (13 papers), Image and Signal Denoising Methods (9 papers), Medical Image Segmentation Techniques (8 papers), Neural Networks and Applications (7 papers), Image Retrieval and Classification Techniques (7 papers), Natural Language Processing Techniques (6 papers), Advanced Image and Video Retrieval Techniques (5 papers) and Visual perception and processing mechanisms (5 papers). The work is most often cited by research in Statistics and Probability (3.2k citations), Computer Vision and Pattern Recognition (6.7k citations), Artificial Intelligence (7.0k citations), Media Technology (1.6k citations) and Signal Processing (1.1k citations). Stuart Geman has collaborated with scholars based in United States, Taiwan and France. Frequent co-authors include Donald Geman, Elie Bienenstock, René Doursat, Donald E. McClure, Chii-Ruey Hwang, Christine Graffigne, Po Dong, Zhiyi Chi, Matthew Tom Harrison and Mark Johnson. Their work appears in journals such as Proceedings of the National Academy of Sciences, SIAM Journal on Applied Mathematics, The Annals of Probability, Neural Computation and IEEE Transactions on Information Theory.
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.