Sanjiv Kumar
Impact in
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- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Video Surveillance and Tracking Methods
- Face and Expression Recognition
- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
- Video Analysis and Summarization
- Computational Mathematics top 2%
Papers in
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- Advanced Image and Video Retrieval Techniques 27
- Image Retrieval and Classification Techniques 19
- Face and Expression Recognition 8
- Video Surveillance and Tracking Methods 7
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- Stochastic Gradient Optimization Techniques 8
- Text and Document Classification Technologies 6
- Co-authors
- Shih‐Fu Chang (10 shared papers)Jun Wang (4 shared papers)Martial Hebert (8 shared papers)Jun Wang (1 shared paper)Wei Liu (3 shared papers)Ameet Talwalkar (6 shared papers)Henry A. Rowley (6 shared papers)Mehryar Mohri (5 shared papers)
- Journals
- International Journal of Computer Vision (2 papers)Journal of Machine Learning Research (2 papers)Advanced Robotics (1 paper)European Journal of Orthodontics (1 paper)Value in Health (1 paper)
- Partner nations
- United StatesIndiaUnited Kingdom
In The Last Decade
Sanjiv Kumar
103 papers receiving 4.9k citations
Sanjiv Kumar's Hit Papers
Peers
Comparison fields: 5 of 162
- Computer Vision and Pattern Recognition 3.8k
- Computational Mathematics 64
- Media Technology 466
- Artificial Intelligence 1.4k
- Signal Processing 356
Countries citing papers authored by Sanjiv Kumar
This map shows the geographic impact of Sanjiv Kumar'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 Sanjiv Kumar with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sanjiv Kumar more than expected).
Fields of papers citing papers by Sanjiv Kumar
This network shows the impact of papers produced by Sanjiv Kumar. 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 Sanjiv Kumar. The network helps show where Sanjiv Kumar may publish in the future.
Co-authors
The 25 scholars most cited alongside Sanjiv Kumar, 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 120 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Semi-Supervised Hashing for Large-Scale Search Hit paper breakdown → | 2012 | 597 |
| 2 | Semi-supervised hashing for scalable image retrieval Hit paper breakdown → | 2010 | 446 |
| 3 | Learning to Hash for Indexing Big Data—A Survey Hit paper breakdown → | 2015 | 347 |
| 4 | Discrete Graph Hashing Hit paper breakdown → | 2014 | 331 |
| 5 | 2008 | 306 | |
| 6 | 2006 | 299 | |
| 7 | Sequential Projection Learning for Hashing with Compact Codes | 2010 | 220 |
| 8 | 2005 | 175 | |
| 9 | 2015 | 166 | |
| 10 | Sampling methods for the Nyström method | 2012 | 146 |
| 11 | 2010 | 133 | |
| 12 | 2008 | 129 | |
| 13 | 2013 | 118 | |
| 14 | 1999 | 104 | |
| 15 | 2003 | 88 | |
| 16 | 2014 | 83 | |
| 17 | 2005 | 78 | |
| 18 | Angular Quantization-based Binary Codes for Fast Similarity Search | 2012 | 73 |
| 19 | Sampling Techniques for the Nystrom Method | 2009 | 72 |
| 20 | Ensemble Nystrom Method | 2009 | 70 |
About Sanjiv Kumar
Sanjiv Kumar is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Computational Mechanics, Surgery and Signal Processing, having authored 120 papers that have together received 5.0k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (27 papers), Image Retrieval and Classification Techniques (19 papers), Sparse and Compressive Sensing Techniques (11 papers), Face and Expression Recognition (8 papers), Stochastic Gradient Optimization Techniques (8 papers), Video Surveillance and Tracking Methods (7 papers), Stroke Rehabilitation and Recovery (6 papers) and Text and Document Classification Technologies (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (3.8k citations), Computational Mathematics (64 citations), Media Technology (466 citations), Artificial Intelligence (1.4k citations) and Signal Processing (356 citations). Sanjiv Kumar has collaborated with scholars based in United States, India and United Kingdom. Frequent co-authors include Shih‐Fu Chang, Jun Wang, Martial Hebert, Jun Wang, Wei Liu, Ameet Talwalkar, Henry A. Rowley, Mehryar Mohri, Vladimir Pavlović and Cun Mu. Their work appears in journals such as International Journal of Computer Vision, Journal of Machine Learning Research, Advanced Robotics, European Journal of Orthodontics and Value in Health.
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.