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
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- Human Pose and Action Recognition 11
- Multimodal Machine Learning Applications 11
- Face and Expression Recognition 6
- Video Analysis and Summarization 6
- Advanced Image and Video Retrieval Techniques 6
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- Anomaly Detection Techniques and Applications 7
- Domain Adaptation and Few-Shot Learning 5
- Co-authors
- Renè Vidal (12 shared papers)Dat Huynh (7 shared papers)S. Shankar Sastry (3 shared papers)Guillermo Sapiro (2 shared papers)Allen Y. Yang (3 shared papers)Taşkın Padır (1 shared paper)Jiuxiang Gu (1 shared paper)Jason Kuen (1 shared paper)
- Journals
- Advanced Theory and Simulations (1 paper)IEEE Transactions on Signal Processing (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)International Conference on Machine Learning (1 paper)2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (3 papers)
- Partner nations
- United StatesMexicoIran
In The Last Decade
Ehsan Elhamifar
48 papers receiving 4.4k citations
Ehsan Elhamifar's Hit Papers
Peers
Comparison fields: 5 of 124
- Computational Mathematics 109
- Computer Vision and Pattern Recognition 3.2k
- Media Technology 1.1k
- Computational Mechanics 1.2k
- Artificial Intelligence 1.7k
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 50 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 | 2149 |
| 2 | Sparse subspace clustering Hit paper breakdown → | 2009 | 890 |
| 3 | Sparse Manifold Clustering and Embedding | 2011 | 172 |
| 4 | 2020 | 162 | |
| 5 | 2011 | 156 | |
| 6 | 2012 | 106 | |
| 7 | 2013 | 87 | |
| 8 | 2015 | 82 | |
| 9 | 2010 | 81 | |
| 10 | 2020 | 63 | |
| 11 | Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery | 2012 | 53 |
| 12 | 2022 | 51 | |
| 13 | 2020 | 47 | |
| 14 | 2021 | 42 | |
| 15 | 2017 | 31 | |
| 16 | Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition | 2020 | 28 |
| 17 | High-Rank Matrix Completion and Clustering under Self-Expressive Models | 2016 | 26 |
| 18 | 2019 | 26 | |
| 19 | 2021 | 21 | |
| 20 | 2010 | 21 |
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 50 papers that have together received 4.4k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (13 papers), Human Pose and Action Recognition (11 papers), Multimodal Machine Learning Applications (11 papers), Anomaly Detection Techniques and Applications (7 papers), Face and Expression Recognition (6 papers), Video Analysis and Summarization (6 papers), Advanced Image and Video Retrieval Techniques (6 papers) and Domain Adaptation and Few-Shot Learning (5 papers). The work is most often cited by research in Computational Mathematics (109 citations), Computer Vision and Pattern Recognition (3.2k citations), Media Technology (1.1k citations), Computational Mechanics (1.2k citations) and Artificial Intelligence (1.7k citations). Ehsan Elhamifar has collaborated with scholars based in United States, Mexico and Iran. Frequent co-authors include Renè Vidal, Dat Huynh, S. Shankar Sastry, Guillermo Sapiro, Allen Y. Yang, Taşkın Padır, Jiuxiang Gu, Jason Kuen, Zhe Lin and Lu Wang. Their work appears in journals such as Advanced Theory and Simulations, IEEE Transactions on Signal Processing, IEEE Transactions on Pattern Analysis and Machine Intelligence, International Conference on Machine Learning and 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
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.