Mathias Lux
Impact in
-
- Image Retrieval and Classification Techniques
- Advanced Image and Video Retrieval Techniques
- Video Analysis and Summarization
- Gastroenterology top 2%
- Gastrointestinal Bleeding Diagnosis and Treatment
Papers in
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- Image Retrieval and Classification Techniques 58
- Video Analysis and Summarization 51
- Advanced Image and Video Retrieval Techniques 49
- Visual Attention and Saliency Detection 11
- Multimodal Machine Learning Applications 10
- Co-authors
- Savvas A. Chatzichristofis (8 shared papers)Michael A. Riegler (28 shared papers)Pål Halvorsen (27 shared papers)Konstantin Pogorelov (17 shared papers)Thomas de Lange (12 shared papers)Sigrun Losada Eskeland (10 shared papers)Carsten Griwodz (10 shared papers)Kristin Ranheim Randel (9 shared papers)
- Journals
- Multimedia Tools and Applications (2 papers)Lecture notes in computer science (11 papers)Scientific Data (1 paper)Future Internet (1 paper)PeerJ Computer Science (1 paper)
- Partner nations
- AustriaNorwayUnited States
In The Last Decade
Mathias Lux
122 papers receiving 2.1k citations
Mathias Lux's Hit Papers
Peers
Comparison fields: 5 of 117
- Computer Vision and Pattern Recognition 1.2k
- Gastroenterology 201
- Health Informatics 36
- Oncology 489
- Radiology, Nuclear Medicine and Imaging 403
Countries citing papers authored by Mathias Lux
This map shows the geographic impact of Mathias Lux'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 Mathias Lux with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mathias Lux more than expected).
Fields of papers citing papers by Mathias Lux
This network shows the impact of papers produced by Mathias Lux. 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 Mathias Lux. The network helps show where Mathias Lux may publish in the future.
Co-authors
The 25 scholars most cited alongside Mathias Lux, 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 128 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | KVASIR Hit paper breakdown → | 2017 | 448 |
| 2 | HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy Hit paper breakdown → | 2020 | 334 |
| 3 | 2008 | 225 | |
| 4 | 2007 | 141 | |
| 5 | 2017 | 56 | |
| 6 | 2011 | 45 | |
| 7 | 2018 | 40 | |
| 8 | 2009 | 40 | |
| 9 | 2016 | 38 | |
| 10 | 2012 | 34 | |
| 11 | 2009 | 33 | |
| 12 | 2009 | 31 | |
| 13 | Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval | 2018 | 26 |
| 14 | 2017 | 25 | |
| 15 | 2015 | 24 | |
| 16 | 2016 | 24 | |
| 17 | 2013 | 23 | |
| 18 | 2009 | 22 | |
| 19 | 2010 | 21 | |
| 20 | 2013 | 21 |
About Mathias Lux
Mathias Lux is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Sociology and Political Science, Signal Processing and Information Systems, having authored 128 papers that have together received 2.3k indexed citations. Recurring topics across this work include Image Retrieval and Classification Techniques (58 papers), Video Analysis and Summarization (51 papers), Advanced Image and Video Retrieval Techniques (49 papers), Music and Audio Processing (13 papers), Multimedia Communication and Technology (12 papers), Visual Attention and Saliency Detection (11 papers), Multimodal Machine Learning Applications (10 papers) and Colorectal Cancer Screening and Detection (9 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.2k citations), Gastroenterology (201 citations), Health Informatics (36 citations), Oncology (489 citations) and Radiology, Nuclear Medicine and Imaging (403 citations). Mathias Lux has collaborated with scholars based in Austria, Norway and United States. Frequent co-authors include Savvas A. Chatzichristofis, Michael A. Riegler, Pål Halvorsen, Konstantin Pogorelov, Thomas de Lange, Sigrun Losada Eskeland, Carsten Griwodz, Kristin Ranheim Randel, Peter T. Schmidt and Dag Johansen. Their work appears in journals such as Multimedia Tools and Applications, Lecture notes in computer science, Scientific Data, Future Internet and PeerJ Computer Science.
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.