Ehsan Elhamifar
Impact in
- Computational Mathematics top 1%
-
- Face and Expression Recognition
- Video Surveillance and Tracking Methods
- Advanced Image and Video Retrieval Techniques
Papers in
-
- Human Pose and Action Recognition 15
- Multimodal Machine Learning Applications 14
- Video Analysis and Summarization 7
- Face and Expression Recognition 6
- Advanced Image and Video Retrieval Techniques 6
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- Anomaly Detection Techniques and Applications 9
- Domain Adaptation and Few-Shot Learning 6
- Co-authors
- René Vidal (13 shared papers)Dat Huynh (8 shared papers)Guillermo Sapiro (2 shared papers)S. Shankar Sastry (3 shared papers)Allen Y. Yang (3 shared papers)Sanjeev Khudanpur (1 shared paper)Gregory D. Hager (1 shared paper)Lingling Tao (1 shared paper)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Advanced Theory and Simulations (1 paper)IEEE Transactions on Signal Processing (1 paper)Lecture notes in computer science (4 papers)Neural Information Processing Systems (4 papers)
- Partner nations
- United StatesMexicoIran
In The Last Decade
Ehsan Elhamifar
58 papers receiving 4.9k citations
Ehsan Elhamifar's Hit Papers
Peers
Comparison fields: 5 of 129
- Computational Mathematics 114
- Computer Vision and Pattern Recognition 3.6k
- Media Technology 1.1k
- Computational Mechanics 1.3k
- Artificial Intelligence 1.9k
Countries citing papers authored by Ehsan Elhamifar
This map shows the geographic impact of Ehsan Elhamifar'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 Ehsan Elhamifar with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ehsan Elhamifar more than expected).
Fields of papers citing papers by Ehsan Elhamifar
This network shows the impact of papers produced by Ehsan Elhamifar. 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 Ehsan Elhamifar. The network helps show where Ehsan Elhamifar may publish in the future.
Co-authors
The 25 scholars most cited alongside Ehsan Elhamifar, 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 60 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Sparse Subspace Clustering: Algorithm, Theory, and Applications Hit paper breakdown → | 2013 | 2287 |
| 2 | Sparse subspace clustering Hit paper breakdown → | 2009 | 981 |
| 3 | Sparse Manifold Clustering and Embedding | 2011 | 184 |
| 4 | 2020 | 173 | |
| 5 | 2011 | 171 | |
| 6 | 2012 | 116 | |
| 7 | 2012 | 110 | |
| 8 | 2013 | 100 | |
| 9 | 2010 | 88 | |
| 10 | 2015 | 87 | |
| 11 | 2020 | 70 | |
| 12 | 2022 | 63 | |
| 13 | Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery | 2012 | 62 |
| 14 | 2020 | 52 | |
| 15 | 2021 | 51 | |
| 16 | 2017 | 33 | |
| 17 | 2019 | 32 | |
| 18 | Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition | 2020 | 28 |
| 19 | High-Rank Matrix Completion and Clustering under Self-Expressive Models | 2016 | 27 |
| 20 | 2021 | 27 |
About Ehsan Elhamifar
Ehsan Elhamifar is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Computational Mechanics, Control and Systems Engineering and Signal Processing, having authored 60 papers that have together received 5.0k indexed citations. Recurring topics across this work include Human Pose and Action Recognition (15 papers), Multimodal Machine Learning Applications (14 papers), Sparse and Compressive Sensing Techniques (13 papers), Anomaly Detection Techniques and Applications (9 papers), Video Analysis and Summarization (7 papers), Face and Expression Recognition (6 papers), Domain Adaptation and Few-Shot Learning (6 papers) and Advanced Image and Video Retrieval Techniques (6 papers). The work is most often cited by research in Computational Mathematics (114 citations), Computer Vision and Pattern Recognition (3.6k citations), Media Technology (1.1k citations), Computational Mechanics (1.3k citations) and Artificial Intelligence (1.9k citations). Ehsan Elhamifar has collaborated with scholars based in United States, Mexico and Iran. Frequent co-authors include René Vidal, Dat Huynh, Guillermo Sapiro, S. Shankar Sastry, Allen Y. Yang, Sanjeev Khudanpur, Gregory D. Hager, Lingling Tao, Taşkın Padır and Jiuxiang Gu. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Advanced Theory and Simulations, IEEE Transactions on Signal Processing, Lecture notes in computer science and Neural Information Processing Systems.
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.