Markus Mathias

2.9k total citations · 2 hit papers
17 papers, 1.6k citations indexed

About

Markus Mathias is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Geology. According to data from OpenAlex, Markus Mathias has authored 17 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Computer Vision and Pattern Recognition, 6 papers in Aerospace Engineering and 5 papers in Geology. Recurrent topics in Markus Mathias's work include Video Surveillance and Tracking Methods (8 papers), Advanced Vision and Imaging (5 papers) and Advanced Image and Video Retrieval Techniques (5 papers). Markus Mathias is often cited by papers focused on Video Surveillance and Tracking Methods (8 papers), Advanced Vision and Imaging (5 papers) and Advanced Image and Video Retrieval Techniques (5 papers). Markus Mathias collaborates with scholars based in Germany, Belgium and Switzerland. Markus Mathias's co-authors include Luc Van Gool, Radu Timofte, Rodrigo Benenson, Bastian Leibe, Alexander Hermans, Tobias Pohlen, R.E. Benenson, Anđelo Martinović, Tinne Tuytelaars and Julien Weissenberg and has published in prestigious journals such as SHILAP Revista de lepidopterología, International Journal of Computer Vision and Lecture notes in computer science.

In The Last Decade

Markus Mathias

17 papers receiving 1.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

2017 394 citations Tobias Pohlen, Alexander Hermans et al. profile →
Pedestrian detection at 100 frames per second

2012 360 citations R.E. Benenson, Markus Mathias et al. Lirias (KU Leuven) profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Markus Mathias Germany	11	1.3k	301	190	182	167	17	1.6k
Eduardo Romera Spain	18	1.5k 1.2×	394 1.3×	170 0.9×	376 2.1×	407 2.4×	27	2.0k
Germán Ros Spain	6	1.3k 1.0×	609 2.0×	269 1.4×	154 0.8×	230 1.4×	12	1.7k
Jan Hosang Germany	9	2.0k 1.5×	562 1.9×	191 1.0×	195 1.1×	324 1.9×	10	2.4k
Adam Herout Czechia	20	1.0k 0.8×	131 0.4×	277 1.5×	259 1.4×	312 1.9×	74	1.4k
Jiang Yu Zheng United States	19	972 0.7×	118 0.4×	91 0.5×	281 1.5×	183 1.1×	117	1.3k
Alexander Neubeck Switzerland	5	1.0k 0.8×	205 0.7×	162 0.9×	62 0.3×	266 1.6×	12	1.5k
Xinxin Hu China	10	875 0.7×	183 0.6×	161 0.8×	68 0.4×	182 1.1×	23	1.1k
Xuran Pan China	11	989 0.8×	331 1.1×	313 1.6×	49 0.3×	256 1.5×	16	1.7k
Yanpeng Cao China	23	1.1k 0.8×	211 0.7×	505 2.7×	43 0.2×	341 2.0×	82	1.9k
Dayan Guan Singapore	18	859 0.7×	518 1.7×	221 1.2×	44 0.2×	170 1.0×	26	1.3k

Countries citing papers authored by Markus Mathias

Since Specialization

Citations

This map shows the geographic impact of Markus Mathias'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 Markus Mathias with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Mathias more than expected).

Fields of papers citing papers by Markus Mathias

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Markus Mathias. 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 Markus Mathias. The network helps show where Markus Mathias may publish in the future.

Co-authorship network of co-authors of Markus Mathias

This figure shows the co-authorship network connecting the top 25 collaborators of Markus Mathias. A scholar is included among the top collaborators of Markus Mathias 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 Markus Mathias. Markus Mathias is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

17 of 17 papers shown

1.

Ošep, Aljoša, et al.. (2017). Combined image- and world-space tracking in traffic scenes. 1988–1995. 78 indexed citations

2.

Pohlen, Tobias, Alexander Hermans, Markus Mathias, & Bastian Leibe. (2017). Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes. 3309–3318. 394 indexed citations breakdown →

3.

Mathias, Markus, et al.. (2017). 3D Semantic Segmentation of Modular Furniture Using rjMCMC. 22. 64–72. 2 indexed citations

4.

Ošep, Aljoša, et al.. (2016). Multi-scale object candidates for generic object tracking in street scenes. 27 indexed citations

5.

Breuers, Stefan, Shishan Yang, Markus Mathias, & Bastian Leibe. (2016). Exploring bounding box context for multi-object tracker fusion. 1–8. 10 indexed citations

6.

Mathias, Markus, et al.. (2016). Incremental Object Discovery in Time-Varying Image Collections. 16. 2082–2090. 2 indexed citations

7.

Pohlen, Tobias, et al.. (2016). Semantic segmentation of modular furniture. 220. 1–9. 5 indexed citations

8.

Mathias, Markus, Anđelo Martinović, & Luc Van Gool. (2015). ATLAS: A Three-Layered Approach to Facade Parsing. International Journal of Computer Vision. 118(1). 22–48. 51 indexed citations

9.

Benenson, Rodrigo, Markus Mathias, Tinne Tuytelaars, & Luc Van Gool. (2013). Seeking the Strongest Rigid Detector. Lirias (KU Leuven). 3666–3673. 184 indexed citations

10.

Gool, Luc Van, Anđelo Martinović, & Markus Mathias. (2013). Towards semantic city models. Lirias (KU Leuven). 217–232. 6 indexed citations

11.

Mathias, Markus, Radu Timofte, Rodrigo Benenson, & Luc Van Gool. (2013). Traffic sign recognition — How far are we from the solution?. Lirias (KU Leuven). 1–8. 215 indexed citations

12.

Mathias, Markus, Rodrigo Benenson, Radu Timofte, & Luc Van Gool. (2013). Handling Occlusions with Franken-Classifiers. Lirias (KU Leuven). 113 indexed citations

13.

Benenson, R.E., et al.. (2012). Pedestrian detection at 100 frames per second. Lirias (KU Leuven). 2903–2910. 360 indexed citations breakdown →

14.

Martinović, Anđelo, Markus Mathias, Julien Weissenberg, & Luc Van Gool. (2012). A Three-Layered Approach to Facade Parsing. Lecture notes in computer science. 7578. 416–429. 40 indexed citations

15.

Mathias, Markus, Anđelo Martinović, Julien Weissenberg, Simon Haegler, & Luc Van Gool. (2012). AUTOMATIC ARCHITECTURAL STYLE RECOGNITION. SHILAP Revista de lepidopterología. XXXVIII-5/W16. 171–176. 45 indexed citations

16.

Mathias, Markus, Anđelo Martinović, Julien Weissenberg, & Luc Van Gool. (2011). Procedural 3D Building Reconstruction Using Shape Grammars and Detectors. Lirias (KU Leuven). 304–311. 38 indexed citations

17.

Mathias, Markus, et al.. (2008). Fusion of combined stereo and spectral series for obtaining 3D information. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6974. 697406–697406. 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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