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Stefan Roth

Active 1998–2026

342
Papers
38,752
Citations
72
h-index
149
i10-index

Citations

Citations per year for Stefan Roth1964: 1 citations1968: 1 citations1975: 1 citations1986: 3 citations1988: 1 citations1995: 1 citations1998: 1 citations1999: 1 citations2000: 1 citations2001: 3 citations2003: 2 citations2004: 18 citations2005: 39 citations2006: 84 citations2007: 122 citations2008: 230 citations2009: 250 citations2010: 391 citations2011: 509 citations2012: 538 citations2013: 607 citations2014: 767 citations2015: 880 citations2016: 1,061 citations2017: 1,184 citations2018: 1,655 citations2019: 2,365 citations2020: 2,806 citations2021: 2,978 citations2022: 2,907 citations2023: 2,725 citations2024: 2,809 citations2025: 2,027 citations2026: 480 citations1965–1967: no citations, so these years are not shown1969–1974: no citations, so these years are not shown1976–1985: no citations, so these years are not shown1987: no citations, so this year is not shown1989–1994: no citations, so these years are not shown1996–1997: no citations, so these years are not shown2002: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 7,850 citing papers, 27.1% of this breakdownUnited States: 4,841 citing papers, 16.7% of this breakdownGermany: 2,328 citing papers, 8% of this breakdownUnited Kingdom: 1,530 citing papers, 5.3% of this breakdownFrance: 917 citing papers, 3.2% of this breakdownSouth Korea: 898 citing papers, 3.1% of this breakdownAustralia: 856 citing papers, 2.9% of this breakdownCanada: 784 citing papers, 2.7% of this breakdownHong Kong: 746 citing papers, 2.6% of this breakdownJapan: 708 citing papers, 2.4% of this breakdownSwitzerland: 661 citing papers, 2.3% of this breakdownIndia: 647 citing papers, 2.2% of this breakdown
0%27.1%Other 21.5%

Institutions

Fields

  • Computer Science75%
  • Engineering11.4%
  • Medicine3.3%
  • Biochemistry, Genetics and Molecular Biology3.1%
  • Neuroscience2.2%
  • Environmental Science1.4%
  • Other3.6%

Topics

  • Advanced Neural Network Applications9.3%
  • Video Surveillance and Tracking Methods7.5%
  • Advanced Vision and Imaging6.1%
  • Advanced Image and Video Retrieval Techniques4.6%
  • Domain Adaptation and Few-Shot Learning4.2%
  • Advanced Image Processing Techniques3.8%
  • Other64.5%

Coauthors

All papers

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  1. The Cityscapes Dataset for Semantic Urban Scene Understanding

    Authors: Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 cited by 11,927

  2. Playing for Data: Ground Truth from Computer Games

    Authors: Stephan R. Richter, Vibhav Vineet, Stefan Roth, Vladlen Koltun - Lecture notes in computer science, ECCV (2) 2016 cited by 1,887

  3. MOT16: A Benchmark for Multi-Object Tracking

    Authors: Anton Milan, Laura Leal-Taixé, Ian D. Reid, Stefan Roth, Konrad Schindler - arXiv (Cornell University), CoRR 2016 cited by 1,401

  4. MOT20: A benchmark for multi object tracking in crowded scenes

    Authors: Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian D. Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé - arXiv (Cornell University), CoRR 2020 cited by 598

  5. Microbiota-derived short chain fatty acids modulate microglia and promote Aβ plaque deposition

    Authors: Alessio Colombo, Rebecca Sadler, Gemma Llovera, Vikramjeet Singh, Stefan Roth, Steffanie Heindl, Laura Sebastián Monasor, Aswin Verhoeven, Finn Peters, Samira Parhizkar, Frits Kamp, Mercedes Gomez de Agüero, Andrew J. Macpherson, Edith Winkler, Jochen Herms, Corinne Benakis, Martin Dichgans, Harald Steiner, Martin Giera, Christian Haass, Sabina Tahirović, Arthur Liesz - eLife 2021 cited by 328

  6. Microbiota Dysbiosis Controls the Neuroinflammatory Response after Stroke

    Authors: Vikramjeet Singh, Stefan Roth, Gemma Llovera, Rebecca Sadler, Debora Garzetti, Bärbel Stecher, Martin Dichgans, Arthur Liesz - Journal of Neuroscience 2016 cited by 774

  7. MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

    Authors: Laura Leal-Taixé, Anton Milan, Ian D. Reid, Stefan Roth, Konrad Schindler - arXiv (Cornell University), CoRR 2015 cited by 650

  8. Fields of Experts: A Framework for Learning Image Priors

    Authors: Stefan Roth, Michael J. Black - IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), CVPR (2) 2005 cited by 1,073

  9. A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning

    Authors: Hatem Mousselly Sergieh, Teresa Botschen, Iryna Gurevych, Stefan Roth - Seventh Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2018 cited by 149

  10. Fields of Experts

    Authors: Stefan Roth, Michael J. Black - International Journal of Computer Vision, Int. J. Comput. Vis. 2008 cited by 870

  11. Covariance Matrix Adaptation for Multi-objective Optimization

    Authors: Christian Igel, Nikolaus Hansen, Stefan Roth - Evolutionary Computation, Evol. Comput. 2007 cited by 791

  12. Short-Chain Fatty Acids Improve Poststroke Recovery via Immunological Mechanisms

    Authors: Rebecca Sadler, Julia V. Cramer, Steffanie Heindl, Sarantos Kostidis, Dene Betz, Kielen R. Zuurbier, Bernd H. Northoff, Marieke Heijink, Mark P. Goldberg, Erik J. Plautz, Stefan Roth, Rainer Malik, Martin Dichgans, Lesca M. Holdt, Corinne Benakis, Martin Giera, Ann Stowe, Arthur Liesz - Journal of Neuroscience 2019 cited by 334

  13. Shrinkage Fields for Effective Image Restoration

    Authors: Uwe Schmidt, Stefan Roth - IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014 cited by 544

  14. Secrets of optical flow estimation and their principles

    Authors: Deqing Sun, Stefan Roth, Michael J. Black - IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010 cited by 1,390

  15. Innate immune memory after brain injury drives inflammatory cardiac dysfunction

    Authors: Alba Simats, Sijia Zhang, Denise Messerer, Faye Chong, Sude Beşkardeş, Aparna Sharma Chivukula, Jiayu Cao, Simon Besson‐Girard, Felipe A. Montellano, Caroline Morbach, Olga Carofiglio, Alessio Ricci, Stefan Roth, Gemma Llovera, Rashween Singh, Yiming Chen, Severin Filser, Nikolaus Plesnila, Christian Braun, Hannah Spitzer, Özgün Gökçe, Martin Dichgans, Peter U. Heuschmann, Kinta Hatakeyama, Eduardo Beltrán, Sebastian Clauß, Boyan Bonev, Christian Schulz, Arthur Liesz - Cell 2024 cited by 136

  16. A Quantitative Analysis of Current Practices in Optical Flow Estimation and the Principles Behind Them

    Authors: Deqing Sun, Stefan Roth, Michael J. Black - International Journal of Computer Vision, Int. J. Comput. Vis. 2013 cited by 633

  17. A Database and Evaluation Methodology for Optical Flow

    Authors: Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski - IEEE 11th International Conference on Computer Vision, ICCV 2007 cited by 2,226

  18. xGQA: Cross-Lingual Visual Question Answering

    Authors: Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych - Findings of the Association for Computational Linguistics: ACL 2022, ACL (Findings) 2022 cited by 56

  19. Post-injury immunosuppression and secondary infections are caused by an AIM2 inflammasome-driven signaling cascade

    Authors: Stefan Roth, Jiayu Cao, Vikramjeet Singh, Steffen Tiedt, Gabriel Hundeshagen, Ting Li, Julia D. Boehme, Dhruv Chauhan, Jie Zhu, Alessio Ricci, Oliver Gorka, Yaw Asare, Jun Yang, Mary S. Lopez, Markus Rehberg, Dunja Bruder, Shengxiang Zhang, Olaf Groß, Martin Dichgans, Veit Hornung, Arthur Liesz - Immunity 2021 cited by 124

  20. DNA-sensing inflammasomes cause recurrent atherosclerotic stroke

    Authors: Jiayu Cao, Stefan Roth, Sijia Zhang, Anna Kopczak, Samira Mami, Yaw Asare, Marios K. Georgakis, Denise Messerer, Amit Horn, Ruth Shemer, Charlène Jacqmarcq, Audrey Picot, Jack Green, Christina Schlegl, Xinghai Li, Lukas Tomas, Alexander Dutsch, Thomas Liman, Matthias Endres, Saskia R. Wernsdorf, Christina Fürle, Olga Carofiglio, Jie Zhu, David Brough, DEMDAS Study Group, Martin Dichgans, Matthias Endres, Marios K. Georgakis, Thomas Liman, Gabor C. Petzold, Annika Spottke, Silke Wunderlich, Inga Zerr, Veit Hornung, Martin Dichgans, Denis Vivien, Christian Schulz, Yuval Dor, Steffen Tiedt, Hendrik B. Sager, Gerrit M. Große, Arthur Liesz - Nature 2024 cited by 93

  21. Fibrillar Aβ triggers microglial proteome alterations and dysfunction in Alzheimer mouse models

    Authors: Laura Sebastián Monasor, Stephan A. Müller, Alessio Colombo, Gaye Tanrioever, Jasmin König, Stefan Roth, Arthur Liesz, Anna Berghofer, Anke Piechotta, Matthias Prestel, Takashi Saito, Takaomi C. Saido, Jochen Herms, Michael Willem, Christian Haass, Stefan F. Lichtenthaler, Sabina Tahirović - eLife 2020 cited by 142

  22. People-tracking-by-detection and people-detection-by-tracking

    Authors: Mykhaylo Andriluka, Stefan Roth, Bernt Schiele - IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008 cited by 822

  23. Pictorial structures revisited: People detection and articulated pose estimation

    Authors: Mykhaylo Andriluka, Stefan Roth, Bernt Schiele - IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009 cited by 817

  24. The gut microbiome primes a cerebroprotective immune response after stroke

    Authors: Vikramjeet Singh, Rebecca Sadler, Steffanie Heindl, Gemma Llovera, Stefan Roth, Corinne Benakis, Arthur Liesz - Journal of Cerebral Blood Flow & Metabolism 2018 cited by 133