Praneeth Narayanamurthy
Impact in
- Computational Mathematics top 5%
-
- Video Surveillance and Tracking Methods
- Image and Signal Denoising Methods
- Image Enhancement Techniques
- Face and Expression Recognition
Papers in
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- Sparse and Compressive Sensing Techniques 19
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- Distributed Sensor Networks and Detection Algorithms 9
- Co-authors
- Namrata Vaswani (21 shared papers)Thierry Bouwmans (3 shared papers)Sajid Javed (3 shared papers)Aditya Ramamoorthy (3 shared papers)Selin Bac (3 shared papers)Urbashi Mitra (3 shared papers)Shaama Mallikarjun Sharada (3 shared papers)
- Journals
- IEEE Transactions on Signal Processing (3 papers)IEEE Signal Processing Magazine (1 paper)IEEE Transactions on Information Theory (1 paper)arXiv (Cornell University) (8 papers)IEEE Journal on Selected Areas in Information Theory (1 paper)
- Partner nations
- United StatesSouth KoreaFrance
In The Last Decade
Praneeth Narayanamurthy
23 papers receiving 394 citations
Praneeth Narayanamurthy's Hit Papers
Peers
Comparison fields: 5 of 62
- Computational Mathematics 19
- Computer Vision and Pattern Recognition 194
- Signal Processing 90
- Computational Mechanics 170
- Media Technology 61
Countries citing papers authored by Praneeth Narayanamurthy
This map shows the geographic impact of Praneeth Narayanamurthy'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 Praneeth Narayanamurthy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Praneeth Narayanamurthy more than expected).
Fields of papers citing papers by Praneeth Narayanamurthy
This network shows the impact of papers produced by Praneeth Narayanamurthy. 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 Praneeth Narayanamurthy. The network helps show where Praneeth Narayanamurthy may publish in the future.
Co-authors
The 7 scholars most cited alongside Praneeth Narayanamurthy, 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 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Hit paper breakdown → | 2018 | 262 |
| 2 | 2018 | 25 | |
| 3 | 2019 | 17 | |
| 4 | 2018 | 13 | |
| 5 | 2020 | 12 | |
| 6 | 2017 | 11 | |
| 7 | 2022 | 9 | |
| 8 | 2020 | 8 | |
| 9 | Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements | 2019 | 7 |
| 10 | 2018 | 7 | |
| 11 | MEDRoP: Memory-Efficient Dynamic Robust PCA. | 2017 | 6 |
| 12 | Robust PCA and Robust Subspace Tracking. | 2017 | 4 |
| 13 | 2023 | 3 | |
| 14 | 2019 | 3 | |
| 15 | Subspace Tracking from Missing and Outlier Corrupted Data. | 2018 | 2 |
| 16 | Nearly Optimal Robust Subspace Tracking and Dynamic Robust PCA | 2017 | 2 |
| 17 | 2022 | 2 | |
| 18 | 2018 | 2 | |
| 19 | New Results for Provable Dynamic Robust PCA. | 2017 | 1 |
| 20 | Federated Over-the-Air Subspace Learning from Incomplete Data. | 2020 | 1 |
About Praneeth Narayanamurthy
Praneeth Narayanamurthy is a scholar working on Computational Mechanics, Computer Networks and Communications, Signal Processing, Biomedical Engineering and Computer Vision and Pattern Recognition, having authored 24 papers that have together received 400 indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (19 papers), Distributed Sensor Networks and Detection Algorithms (9 papers), Blind Source Separation Techniques (7 papers), Microwave Imaging and Scattering Analysis (5 papers), Indoor and Outdoor Localization Technologies (4 papers), Image and Signal Denoising Methods (4 papers), Target Tracking and Data Fusion in Sensor Networks (3 papers) and Photoacoustic and Ultrasonic Imaging (2 papers). The work is most often cited by research in Computational Mathematics (19 citations), Computer Vision and Pattern Recognition (194 citations), Signal Processing (90 citations), Computational Mechanics (170 citations) and Media Technology (61 citations). Praneeth Narayanamurthy has collaborated with scholars based in United States, South Korea and France. Frequent co-authors include Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Aditya Ramamoorthy, Selin Bac, Urbashi Mitra and Shaama Mallikarjun Sharada. Their work appears in journals such as IEEE Transactions on Signal Processing, IEEE Signal Processing Magazine, IEEE Transactions on Information Theory, arXiv (Cornell University) and IEEE Journal on Selected Areas in 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.