Martin Szummer
Impact in
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- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Face and Expression Recognition
- Video Analysis and Summarization
- Artificial Intelligence top 1%
- Topic Modeling
- Text and Document Classification Technologies
Papers in
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- Topic Modeling 8
- Speech and dialogue systems 5
- Machine Learning and Algorithms 4
- Natural Language Processing Techniques 4
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- Advanced Image and Video Retrieval Techniques 9
- Image Retrieval and Classification Techniques 8
- Handwritten Text Recognition Techniques 4
- Co-authors
- Rosalind W. Picard (3 shared papers)Tommi Jaakkola (3 shared papers)Nick Craswell (6 shared papers)Carsten Rother (1 shared paper)Vladimir Kolmogorov (1 shared paper)Victor Lempitsky (1 shared paper)Filip Radlinski (3 shared papers)Thomas P. Minka (2 shared papers)
- Journals
- National Conference on Artificial Intelligence (1 paper)DSpace@MIT (Massachusetts Institute of Technology) (1 paper)Cambridge University Engineering Department Publications Database (4 papers)2009 IEEE Conference on Computer Vision and Pattern Recognition (1 paper)International ACM SIGIR Conference on Research and Development in Information Retrieval (1 paper)
- Partner nations
- United KingdomUnited StatesRussia
In The Last Decade
Martin Szummer
32 papers receiving 2.1k citations
Martin Szummer's Hit Papers
Peers
Comparison fields: 5 of 102
- Computer Vision and Pattern Recognition 1.4k
- Artificial Intelligence 958
- Computer Graphics and Computer-Aided Design 88
- Media Technology 189
- Signal Processing 219
Countries citing papers authored by Martin Szummer
This map shows the geographic impact of Martin Szummer'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 Martin Szummer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin Szummer more than expected).
Fields of papers citing papers by Martin Szummer
This network shows the impact of papers produced by Martin Szummer. 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 Martin Szummer. The network helps show where Martin Szummer may publish in the future.
Co-authors
The 25 scholars most cited alongside Martin Szummer, 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 33 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Indoor-outdoor image classification Hit paper breakdown → | 2002 | 405 |
| 2 | Partially labeled classification with Markov random walks | 2001 | 396 |
| 3 | 2007 | 312 | |
| 4 | 2007 | 271 | |
| 5 | 2002 | 200 | |
| 6 | 2008 | 140 | |
| 7 | 2010 | 74 | |
| 8 | Information Regularization with Partially Labeled Data | 2002 | 62 |
| 9 | 2011 | 45 | |
| 10 | 2002 | 43 | |
| 11 | 2005 | 39 | |
| 12 | 2013 | 37 | |
| 13 | POMDP-based dialogue manager adaptation to extended domains | 2013 | 35 |
| 14 | 2014 | 26 | |
| 15 | 2011 | 23 | |
| 16 | Snitch: interactive decision trees for troubleshooting misconfigurations | 2007 | 20 |
| 17 | Kernel Expansions with Unlabeled Examples | 2000 | 19 |
| 18 | 2009 | 19 | |
| 19 | A Graphical Model for Simultaneous Partitioning and Labeling. | 2005 | 17 |
| 20 | 2004 | 16 |
About Martin Szummer
Martin Szummer is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Signal Processing and Computer Networks and Communications, having authored 33 papers that have together received 2.3k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (9 papers), Topic Modeling (8 papers), Image Retrieval and Classification Techniques (8 papers), Information Retrieval and Search Behavior (5 papers), Speech and dialogue systems (5 papers), Handwritten Text Recognition Techniques (4 papers), Machine Learning and Algorithms (4 papers) and Natural Language Processing Techniques (4 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.4k citations), Artificial Intelligence (958 citations), Computer Graphics and Computer-Aided Design (88 citations), Media Technology (189 citations) and Signal Processing (219 citations). Martin Szummer has collaborated with scholars based in United Kingdom, United States and Russia. Frequent co-authors include Rosalind W. Picard, Tommi Jaakkola, Nick Craswell, Carsten Rother, Vladimir Kolmogorov, Victor Lempitsky, Filip Radlinski, Thomas P. Minka, Yuan Qi and Matthew Henderson. Their work appears in journals such as National Conference on Artificial Intelligence, DSpace@MIT (Massachusetts Institute of Technology), Cambridge University Engineering Department Publications Database, 2009 IEEE Conference on Computer Vision and Pattern Recognition and International ACM SIGIR Conference on Research and Development in Information Retrieval.
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.