Mathias Lux

3.6k total citations · 2 hit papers
102 papers, 1.8k citations indexed

About

Mathias Lux is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Mathias Lux has authored 102 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 79 papers in Computer Vision and Pattern Recognition, 23 papers in Artificial Intelligence and 12 papers in Signal Processing. Recurrent topics in Mathias Lux's work include Image Retrieval and Classification Techniques (50 papers), Advanced Image and Video Retrieval Techniques (44 papers) and Video Analysis and Summarization (42 papers). Mathias Lux is often cited by papers focused on Image Retrieval and Classification Techniques (50 papers), Advanced Image and Video Retrieval Techniques (44 papers) and Video Analysis and Summarization (42 papers). Mathias Lux collaborates with scholars based in Austria, Norway and United States. Mathias Lux's 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 and has published in prestigious journals such as IEEE Transactions on Image Processing, Scientific Data and Multimedia Tools and Applications.

In The Last Decade

Mathias Lux

99 papers receiving 1.7k citations

Hit Papers

KVASIR 2017 2026 2020 2023 2017 2020 100 200 300

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mathias Lux Austria 19 973 498 432 367 178 102 1.8k
Duc‐Tien Dang‐Nguyen Norway 17 1.0k 1.1× 435 0.9× 190 0.4× 182 0.5× 87 0.5× 89 1.6k
Wallapak Tavanapong United States 18 710 0.7× 232 0.5× 549 1.3× 164 0.4× 166 0.9× 100 1.4k
Muhammad Imran Sharif Pakistan 15 364 0.4× 308 0.6× 158 0.4× 225 0.6× 28 0.2× 47 1.0k
Rajeev Srivastava India 22 895 0.9× 520 1.0× 105 0.2× 315 0.9× 23 0.1× 151 1.7k
Sule Yildirim Yayilgan Norway 16 160 0.2× 466 0.9× 129 0.3× 42 0.1× 28 0.2× 85 976
Ayyaz Hussain Pakistan 21 567 0.6× 571 1.1× 153 0.4× 266 0.7× 3 0.0× 79 1.5k
Jason Wei United States 11 203 0.2× 1.1k 2.3× 107 0.2× 146 0.4× 19 0.1× 16 1.4k
Mauro Vallati United Kingdom 17 297 0.3× 943 1.9× 44 0.1× 106 0.3× 7 0.0× 132 1.7k
Ibrahim Abunadi Saudi Arabia 18 156 0.2× 363 0.7× 52 0.1× 213 0.6× 4 0.0× 46 911
Indika Perera Sri Lanka 20 161 0.2× 233 0.5× 27 0.1× 56 0.2× 22 0.1× 164 1.3k

Countries citing papers authored by Mathias Lux

Since Specialization
Citations

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

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Mathias Lux

This figure shows the co-authorship network connecting the top 25 collaborators of Mathias Lux. A scholar is included among the top collaborators of Mathias Lux based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mathias Lux. Mathias Lux is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ninh, Van-Tu, Liting Zhou, Luca Piras, et al.. (2020). Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data. Duo Research Archive (University of Oslo).
2.
Ninh, Van-Tu, Liting Zhou, Luca Piras, et al.. (2020). Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog. Duo Research Archive (University of Oslo). 3 indexed citations
3.
Hicks, Steven A., Pål Halvorsen, Trine B. Haugen, et al.. (2019). Medico Multimedia Task at MediaEval 2019.. MediaEval. 5 indexed citations
4.
Dang‐Nguyen, Duc‐Tien, Luca Piras, Michael Riegler, et al.. (2019). Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval.. Arrow@dit (Dublin Institute of Technology). 12 indexed citations
5.
Hicks, Steven A., Pål Halvorsen, Trine B. Haugen, et al.. (2019). Predicting Sperm Motility and Morphology Using Deep Learning and Handcrafted Features.. MediaEval. 2 indexed citations
6.
Steiner, Michael, Mathias Lux, & Pål Halvorsen. (2018). The 2018 Medico Multimedia Task Submission of Team NOAT Using Neural Network Features and Search-based Classification.. MediaEval. 1 indexed citations
7.
Pogorelov, Konstantin, Michael A. Riegler, Pål Halvorsen, et al.. (2018). Medico multimedia task at MediaEval 2018. Bergen Open Research Archive (BORA) (University of Bergen). 2283. 1–4. 3 indexed citations
8.
Dang‐Nguyen, Duc‐Tien, Luca Piras, Michael Riegler, et al.. (2018). Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval. Arrow@dit (Dublin Institute of Technology). 2125. 19 indexed citations
9.
Lux, Mathias, et al.. (2018). GameStory Task at MediaEval 2018.. MediaEval. 2 indexed citations
10.
Zhou, Liting, Luca Piras, Michael Riegler, et al.. (2018). An Interactive Lifelog Retrieval System for Activities of Daily Living Understanding.. UNICA IRIS Institutional Research Information System (University of Cagliari). 2 indexed citations
11.
Petscharnig, Stefan, Klaus Schöffmann, & Mathias Lux. (2017). An Inception-like CNN Architecture for GI Disease and Anatomical Landmark Classification.. MediaEval. 16 indexed citations
12.
Pogorelov, Konstantin, Michael A. Riegler, Pål Halvorsen, et al.. (2017). A Comparison of Deep Learning with Global Features for Gastrointestinal Disease Detection.. Arrow@dit (Dublin Institute of Technology). 4 indexed citations
13.
Leibetseder, Andreas & Mathias Lux. (2016). Gamifying Fitness or Fitnessifying Games: a Comparative Study.. International ACM SIGIR Conference on Research and Development in Information Retrieval. 37–44. 1 indexed citations
14.
Chatzichristofis, Savvas A., Loukas Bampis, Oge Marques, Mathias Lux, & Yiannis S. Boutalis. (2014). Image Encryption Using the Recursive Attributes of the exclusive-OR Filter.. 9. 125–137. 1 indexed citations
15.
Riegler, Michael A., et al.. (2013). Frame the Crowd: Global Visual Features Labeling boosted with Crowdsourcing Information. MediaEval. 3 indexed citations
16.
Lux, Mathias, et al.. (2012). Finding Image Regions with Human Computation and Games with a Purpose. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. 8(5). 41–43. 1 indexed citations
17.
Lux, Mathias, et al.. (2012). ITEC-UNIKLU Known-Item Search Submission 2012.. TRECVID. 1 indexed citations
18.
Lux, Mathias, et al.. (2010). ITEC-UNIKLU Known-Item Search Submission.. TRECVID. 2 indexed citations
19.
Strohmaier, Markus, Peter Prettenhofer, & Mathias Lux. (2008). Different degrees of explicitness in intentional artifacts: studying user goals in a large search query log. 26–35. 5 indexed citations
20.
Tochtermann, Klaus, et al.. (2003). IMB-Ein XML-basiertes Retrievalframework für digitales Audio und Video.. 103–113. 2 indexed citations

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.

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