Donald Geman
Impact in
- Computer Vision and Pattern Recognition top 0.05%
- Medical Image Segmentation Techniques
- Image and Signal Denoising Methods
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Statistics and Probability top 0.05%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
Papers in
-
- Image Retrieval and Classification Techniques 19
- Advanced Image and Video Retrieval Techniques 16
- Face and Expression Recognition 8
- Co-authors
- Stuart GemanYali AmitGeorge O. ReynoldsChengda YangRaimond L. WinslowBruno JedynakJoseph HorowitzJeffrey T. Leek
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (10 papers)The Annals of Probability (6 papers)Transactions of the American Mathematical Society (5 papers)Proceedings of the National Academy of Sciences (5 papers)Proceedings of the American Mathematical Society (4 papers)
- Partner nations
- United StatesFranceUnited Kingdom
In The Last Decade
Donald Geman
100 papers receiving 18.5k citations
Hit Papers
Peers
Comparison fields: 5 of 223
- Computer Vision and Pattern Recognition 7.0k
- Statistics and Probability 2.5k
- Media Technology 1.9k
- Artificial Intelligence 4.9k
- Signal Processing 942
Countries citing papers authored by Donald Geman
This map shows the geographic impact of Donald 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 Donald Geman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Donald Geman more than expected).
Fields of papers citing papers by Donald Geman
This network shows the impact of papers produced by Donald 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 Donald Geman. The network helps show where Donald Geman may publish in the future.
Co-authors
The 25 scholars most cited alongside Donald 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
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 1 | |
| 2 | 2023 | 16 | |
| 3 | 2021 | 2 | |
| 4 | 2018 | 9 | |
| 5 | 2012 | 20 | |
| 6 | 2009 | 5 | |
| 7 | 2008 | 74 | |
| 8 | A Hierarchy of Support Vector Machines for Pattern Detection | 2006 | 29 |
| 9 | 2005 | 100 | |
| 10 | Ordinal Coding of Image Microstructure. | 2005 | 1 |
| 11 | 2004 | 97 | |
| 12 | Computational Strategies for Model-Based Scene Interpretation | 2003 | 1 |
| 13 | Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images* Hit paper breakdown → | 1993 | 689 |
| 14 | Shape Recognition and Twenty Questions | 1993 | 7 |
| 15 | Bayesian image analysis by adaptive annealing | 1985 | 15 |
| 16 | Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images Hit paper breakdown → | 1984 | 11851 |
| 17 | 1981 | 1 | |
| 18 | 1979 | 1 | |
| 19 | 1975 | 10 | |
| 20 | Remarks on Palm Measures | 1973 | 16 |
About Donald Geman
Donald Geman is a scholar working on Computer Vision and Pattern Recognition, Mathematical Physics, Geometry and Topology, Media Technology and Finance, having authored 105 papers that have together received 20.0k indexed citations. Recurring topics across this work include Gene expression and cancer classification (20 papers), Image Retrieval and Classification Techniques (19 papers), Advanced Image and Video Retrieval Techniques (16 papers), Bioinformatics and Genomic Networks (14 papers), Molecular Biology Techniques and Applications (9 papers), Stochastic processes and financial applications (8 papers), Face and Expression Recognition (8 papers) and Geometry and complex manifolds (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (7.0k citations), Statistics and Probability (2.5k citations), Media Technology (1.9k citations), Artificial Intelligence (4.9k citations) and Signal Processing (942 citations). Donald Geman has collaborated with scholars based in United States, France and United Kingdom. Frequent co-authors include Stuart Geman, Yali Amit, George O. Reynolds, Chengda Yang, Raimond L. Winslow, Bruno Jedynak, Joseph Horowitz, Jeffrey T. Leek, Héctor Corrada Bravo and Keith Baggerly. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, The Annals of Probability, Transactions of the American Mathematical Society, Proceedings of the National Academy of Sciences and Proceedings of the American Mathematical Society.
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.