Ulf Grenander
Impact in
- Statistics and Probability top 0.1%
- Statistical Methods and Inference
- Geometry and Topology top 0.2%
- Morphological variations and asymmetry
Papers in
-
- Medical Image Segmentation Techniques 15
- Image Retrieval and Classification Techniques 9
-
- Bayesian Methods and Mixture Models 7
- Target Tracking and Data Fusion in Sensor Networks 6
- Co-authors
- Gábor Szegő (3 shared papers)Michael I. Miller (35 shared papers)Mark Kac (1 shared paper)Richard O. Duda (1 shared paper)Peter E. Hart (1 shared paper)Leonard J. Savage (1 shared paper)William Feller (1 shared paper)Yali Amit (4 shared papers)
- Journals
- Journal of the American Statistical Association (9 papers)Scandinavian Actuarial Journal (8 papers)Arkiv för matematik (6 papers)Proceedings of the National Academy of Sciences (5 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (5 papers)
- Partner nations
- United StatesSwedenCanada
In The Last Decade
Ulf Grenander
150 papers receiving 11.3k citations
Ulf Grenander's Hit Papers
Peers
Comparison fields: 5 of 194
- Statistics and Probability 1.8k
- Geometry and Topology 1.5k
- Computer Vision and Pattern Recognition 3.7k
- Applied Mathematics 1.7k
- Mathematical Physics 1.1k
Countries citing papers authored by Ulf Grenander
This map shows the geographic impact of Ulf Grenander'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 Ulf Grenander with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ulf Grenander more than expected).
Fields of papers citing papers by Ulf Grenander
This network shows the impact of papers produced by Ulf Grenander. 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 Ulf Grenander. The network helps show where Ulf Grenander may publish in the future.
Co-authors
The 25 scholars most cited alongside Ulf Grenander, 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 160 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Toeplitz Forms and Their Applications Hit paper breakdown → | 1958 | 1443 |
| 2 | Toeplitz Forms and Their Applications Hit paper breakdown → | 1958 | 1221 |
| 3 | Pattern Classification and Scene Analysis. Hit paper breakdown → | 1974 | 889 |
| 4 | Toeplitz Forms and Their Applications. Hit paper breakdown → | 1958 | 870 |
| 5 | Statistical Analysis of Stationary Time Series. Hit paper breakdown → | 1958 | 658 |
| 6 | An Introduction to Probability Theory and Its Applications, Vol. 2 Hit paper breakdown → | 1967 | 498 |
| 7 | 1998 | 497 | |
| 8 | 1994 | 427 | |
| 9 | 1998 | 403 | |
| 10 | 1993 | 378 | |
| 11 | 1998 | 325 | |
| 12 | On the theory of mortality measurement Hit paper breakdown → | 1956 | 294 |
| 13 | 1957 | 262 | |
| 14 | Hands: A Pattern Theoretic Study of Biological Shapes | 1990 | 262 |
| 15 | 1991 | 256 | |
| 16 | 1964 | 241 | |
| 17 | 1994 | 219 | |
| 18 | A stochastic nonlinear model for coordinated bird flocks | 1990 | 218 |
| 19 | 1997 | 148 | |
| 20 | 1997 | 146 |
About Ulf Grenander
Ulf Grenander is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Geometry and Topology, Statistics and Probability and Signal Processing, having authored 160 papers that have together received 13.1k indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (15 papers), Morphological variations and asymmetry (15 papers), Image Retrieval and Classification Techniques (9 papers), Bayesian Methods and Mixture Models (7 papers), Statistical and numerical algorithms (7 papers), Target Tracking and Data Fusion in Sensor Networks (6 papers), Statistical Methods and Inference (5 papers) and Time Series Analysis and Forecasting (5 papers). The work is most often cited by research in Statistics and Probability (1.8k citations), Geometry and Topology (1.5k citations), Computer Vision and Pattern Recognition (3.7k citations), Applied Mathematics (1.7k citations) and Mathematical Physics (1.1k citations). Ulf Grenander has collaborated with scholars based in United States, Sweden and Canada. Frequent co-authors include Gábor Szegő, Michael I. Miller, Mark Kac, Richard O. Duda, Peter E. Hart, Leonard J. Savage, William Feller, Yali Amit, Meg A. Rosenblatt and Murray Rosenblatt. Their work appears in journals such as Journal of the American Statistical Association, Scandinavian Actuarial Journal, Arkiv för matematik, Proceedings of the National Academy of Sciences and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.