Markus Mathias

2.9k citations

17 papers · 1.6k indexed · 2 hit papers · h-index 11

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Advanced Neural Network Applications
- Video Surveillance and Tracking Methods
- Advanced Image and Video Retrieval Techniques
Geology top 5%
- 3D Surveying and Cultural Heritage

Papers in

Geology 5
- 3D Surveying and Cultural Heritage 5
Computer Vision and Pattern Recognition 13
- Video Surveillance and Tracking Methods 8
- Advanced Vision and Imaging 5
- Advanced Image and Video Retrieval Techniques 5
- Advanced Neural Network Applications 4

Co-authors: Luc Van Gool Radu Timofte Rodrigo Benenson Bastian Leibe Alexander Hermans Tobias Pohlen R.E. Benenson Anđelo Martinović
Journals: International Journal of Computer Vision (1 paper)Lecture notes in computer science (1 paper)SHILAP Revista de lepidopterología (1 paper)Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE (1 paper)Lirias (KU Leuven) (6 papers)
Partner nations: Germany Belgium Switzerland

In The Last Decade

Markus Mathias

17 papers receiving 1.5k citations

Hit Papers

align trajectories log scale

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes 2017 · 394 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2017 Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
2012 Lirias (KU Leuven)

Peers

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-authors

The 17 scholars most cited alongside Markus Mathias, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Markus Mathias Line = papers co-authored together Markus Mathias links everyone, so they are left out of the graph.

All Works

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

17 of 17 papers shown

#	Work
1	Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe Hit paper breakdown →	2017	394
2	Combined image- and world-space tracking in traffic scenes Aljoša Ošep, Richard Porritt, Markus Mathias, Bastian Leibe	2017	78
3	3D Semantic Segmentation of Modular Furniture Using rjMCMC Xiaofei Zhu, عباس پرهام, Markus Mathias, Bastian Leibe	2017	2
4	Multi-scale object candidates for generic object tracking in street scenes Aljoša Ošep, Alexander Hermans, Francis Engelmann, R D Barker, Markus Mathias, Bastian Leibe	2016	27
5	Exploring bounding box context for multi-object tracker fusion Stefan Breuers, Shishan Yang, Markus Mathias, Bastian Leibe	2016	10
6	Incremental Object Discovery in Time-Varying Image Collections Jo Bednarik, Markus Mathias, Bastian Leibe	2016	2
7	Semantic segmentation of modular furniture Tobias Pohlen, Xiaofei Zhu, Markus Mathias, Bastian Leibe	2016	5
8	ATLAS: A Three-Layered Approach to Facade Parsing International Journal of Computer Vision ·Markus Mathias, Anđelo Martinović, Luc Van Gool	2015	51
9	Towards semantic city models Lirias (KU Leuven) ·Luc Van Gool, Anđelo Martinović, Markus Mathias	2013	6
10	Seeking the Strongest Rigid Detector Lirias (KU Leuven) ·Rodrigo Benenson, Markus Mathias, Tinne Tuytelaars, Luc Van Gool	2013	184
11	Traffic sign recognition — How far are we from the solution? Lirias (KU Leuven) ·Markus Mathias, Radu Timofte, Rodrigo Benenson, Luc Van Gool	2013	215
12	Handling Occlusions with Franken-Classifiers Lirias (KU Leuven) ·Markus Mathias, Rodrigo Benenson, Radu Timofte, Luc Van Gool	2013	113
13	A Three-Layered Approach to Facade Parsing Lecture notes in computer science ·Anđelo Martinović, Markus Mathias, Julien Weissenberg, Luc Van Gool	2012	40
14	Pedestrian detection at 100 frames per second Lirias (KU Leuven) ·R.E. Benenson, Markus Mathias, Radu Timofte, Тамара Антоновна Манько Hit paper breakdown →	2012	360
15	AUTOMATIC ARCHITECTURAL STYLE RECOGNITION SHILAP Revista de lepidopterología ·Markus Mathias, Anđelo Martinović, Julien Weissenberg, Simon Haegler, Luc Van Gool	2012	45
16	Procedural 3D Building Reconstruction Using Shape Grammars and Detectors Lirias (KU Leuven) ·Markus Mathias, Anđelo Martinović, Julien Weissenberg, Luc Van Gool	2011	38
17	Fusion of combined stereo and spectral series for obtaining 3D information Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·古谷憲一, Markus Mathias, Michael Heizmann, Jürgen Beyerer	2008	2

About Markus Mathias

Markus Mathias is a scholar working on Geology, Computer Vision and Pattern Recognition, Aerospace Engineering, Media Technology and Environmental Engineering, having authored 17 papers that have together received 1.6k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (8 papers), Advanced Vision and Imaging (5 papers), Advanced Image and Video Retrieval Techniques (5 papers), 3D Surveying and Cultural Heritage (5 papers), Robotics and Sensor-Based Localization (5 papers), Advanced Neural Network Applications (4 papers), Remote Sensing and LiDAR Applications (3 papers) and 3D Shape Modeling and Analysis (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.3k citations), Geology (142 citations), Media Technology (190 citations), Automotive Engineering (182 citations) and Human-Computer Interaction (56 citations). Markus Mathias has collaborated with scholars based in Germany, Belgium and Switzerland. Frequent 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. Their work appears in journals such as International Journal of Computer Vision, Lecture notes in computer science, SHILAP Revista de lepidopterología, Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE and Lirias (KU Leuven).

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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