Markus Mathias

2.8k citations
20 papers · 2.4k · 3 hit papers · h-index 13

Impact in

    • Advanced Neural Network Applications
    • Video Surveillance and Tracking Methods
    • Face recognition and analysis
    • Advanced Image and Video Retrieval Techniques
    • Medical Image Segmentation Techniques
    • Autonomous Vehicle Technology and Safety

Papers in

    • Advanced Neural Network Applications 10
    • Video Surveillance and Tracking Methods 5
    • Image Processing and 3D Reconstruction 3
    • Advanced Image and Video Retrieval Techniques 2
    • Advanced Vision and Imaging 2
    • 3D Surveying and Cultural Heritage 4
Journals
International Journal of Computer Vision (1 paper)Lecture notes in computer science (4 papers)Proceedings - IEEE International Conference on Robotics and Automation/Proceedings (2 papers)IEEE Winter Conference on Applications of Computer Vision (3 papers)˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences (1 paper)

In The Last Decade

Markus Mathias

20 papers receiving 2.3k citations

Markus Mathias's Hit Papers

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes 2017 · 484 citations
4840+4+9Years since publication100200300400

Peers

Markus Mathias
Comparison fields: 5 of 72
  • Computer Vision and Pattern Recognition 1.9k
  • Automotive Engineering 331
  • Geology 103
  • Media Technology 58
  • Computer Graphics and Computer-Aided Design 22
Replace Xinyu Huang with:
Xinyu Huang United States
Lorenzo Porzi Italy
Christopher E. Rasmussen United States
Alexander Hermans Germany
Dingfu Zhou China
Anton Konushin Russia
Simon Stent United States
Zejian Yuan China
Katrin Lasinger Switzerland
Markus Mathias relative to Xinyu Huang United States Xinyu Huang's profile →
Citations per field
00.5×5×10×15.9×
Xinyu Huang · 1×
Citations per year

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 18 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

20 of 20 papers shown
#Work
1
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
Hit paper breakdown →
2017484
2
Pedestrian detection at 100 frames per second
Hit paper breakdown →
2012427
3
Face Detection without Bells and Whistles
Hit paper breakdown →
2014400
4 2013275
5 2013209
6 2013133
7 201794
8 201284
9 201558
10 201254
11 201143
12 201635
13 201233
14 201611
15 20159
16
Towards semantic city models
20137
17 20165
18 20082
19 20162
20 20172

About Markus Mathias

Markus Mathias is a scholar working on Computer Vision and Pattern Recognition, Geology, Automotive Engineering, Computational Mechanics and Building and Construction, having authored 20 papers that have together received 2.4k indexed citations. Recurring topics across this work include Advanced Neural Network Applications (10 papers), 3D Shape Modeling and Analysis (6 papers), Video Surveillance and Tracking Methods (5 papers), 3D Surveying and Cultural Heritage (4 papers), Autonomous Vehicle Technology and Safety (4 papers), Image Processing and 3D Reconstruction (3 papers), Advanced Image and Video Retrieval Techniques (2 papers) and Advanced Vision and Imaging (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.9k citations), Automotive Engineering (331 citations), Geology (103 citations), Media Technology (58 citations) and Computer Graphics and Computer-Aided Design (22 citations). Markus Mathias has collaborated with scholars based in Germany, Belgium and Switzerland. Frequent co-authors include Luc Van Gool, Rodrigo Benenson, Radu Timofte, Bastian Leibe, Alexander Hermans, Marco Pedersoli, Anđelo Martinović, Tinne Tuytelaars, Aljoša Ošep and Wolfgang Mehner. Their work appears in journals such as International Journal of Computer Vision, Lecture notes in computer science, Proceedings - IEEE International Conference on Robotics and Automation/Proceedings, IEEE Winter Conference on Applications of Computer Vision and ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences.

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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