Jan Salmen

3.8k total citations · 3 hit papers
17 papers, 2.3k citations indexed

About

Jan Salmen is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Automotive Engineering. According to data from OpenAlex, Jan Salmen has authored 17 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Computer Vision and Pattern Recognition, 5 papers in Media Technology and 3 papers in Automotive Engineering. Recurrent topics in Jan Salmen's work include Advanced Vision and Imaging (5 papers), Video Surveillance and Tracking Methods (5 papers) and Advanced Neural Network Applications (4 papers). Jan Salmen is often cited by papers focused on Advanced Vision and Imaging (5 papers), Video Surveillance and Tracking Methods (5 papers) and Advanced Neural Network Applications (4 papers). Jan Salmen collaborates with scholars based in Germany, Denmark and United Kingdom. Jan Salmen's co-authors include Marc Schlipsing, Johannes Stallkamp, Christian Igel, Sebastian Houben, Michael Matthias, Christian Koch, Markus König, Hermann Winner, Thorsten Suttorp and Johann Edelbrunner and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems, Neural Networks and Frontiers in Physiology.

In The Last Decade

Jan Salmen

17 papers receiving 2.2k citations

Hit Papers

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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.

Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition

2012 886 citations Johannes Stallkamp, Marc Schlipsing et al. Neural Networks profile →
The German Traffic Sign Recognition Benchmark: A multi-class classification competition

2011 648 citations Johannes Stallkamp, Marc Schlipsing et al. Research at the University of Copenhagen (University of Copenhagen) profile →
Detection of traffic signs in real-world images: The German traffic sign detection benchmark

2013 594 citations Sebastian Houben, Johannes Stallkamp et al. Research at the University of Copenhagen (University of Copenhagen) profile →

Peers

Countries citing papers authored by Jan Salmen

Since Specialization

Citations

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

Fields of papers citing papers by Jan Salmen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jan Salmen

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

All Works

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17 of 17 papers shown

#	Work	Indexed citations
1	Metabolic power and energy expenditure in the German Bundesliga 2023 ·Frontiers in Physiology ·(unknown), Hendrik Weber, Marc Schlipsing, Jan Salmen, Petra Platen	2
2	Scalable real-time parking lot classification: An evaluation of image features and supervised learning algorithms 2015 ·Nottingham ePrints (University of Nottingham) ·(unknown), Christian Koch, Markus König, Jan Salmen, Marc Schlipsing	24
3	Adaptive pattern recognition in real-time video-based soccer analysis 2014 ·Journal of Real-Time Image Processing ·Marc Schlipsing, Jan Salmen, (unknown), Christian Igel	18
4	Real-time stereo vision: Optimizing Semi-Global Matching 2013 ·Michael Matthias, Jan Salmen, Johannes Stallkamp, Marc Schlipsing	58
5	Echtzeit-Videoanalyse im Fußball 2013 ·KI - Künstliche Intelligenz ·Marc Schlipsing, Jan Salmen, Christian Igel	1
6	Detection of traffic signs in real-world images: The German traffic sign detection benchmark breakdown → 2013 ·Research at the University of Copenhagen (University of Copenhagen) ·Sebastian Houben, Johannes Stallkamp, Jan Salmen, Marc Schlipsing, Christian Igel	594
7	Comparing Image Features and Machine Learning Algorithms for Real-Time Parking Space Classification 2013 ·Computing in Civil Engineering ·(unknown), (unknown), Christian Koch, Markus König, Jan Salmen, Marc Schlipsing	11
8	Video-based trailer detection and articulation estimation 2013 ·(unknown), Jan Salmen, (unknown), Sebastian Houben	15
9	Proposal for IJCNN 2013 competition: The German Traffic Sign Detection Benchmark 2013 ·Sebastian Houben, Marc Schlipsing, Johannes Stallkamp, Jan Salmen, Christian Igel	1
10	Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition breakdown → 2012 ·Neural Networks ·Johannes Stallkamp, Marc Schlipsing, Jan Salmen, Christian Igel	886
11	Roll angle estimation for motorcycles: Comparing video and inertial sensor approaches 2012 ·Marc Schlipsing, Jan Salmen, (unknown), (unknown), Hermann Winner	16
12	Google Street View images support the development of vision-based driver assistance systems 2012 ·Jan Salmen, Sebastian Houben, Marc Schlipsing	17
13	Introduction to the Special Issue on Machine Learning for Traffic Sign Recognition 2012 ·IEEE Transactions on Intelligent Transportation Systems ·Johannes Stallkamp, Marc Schlipsing, Jan Salmen, Christian Igel	5
14	Video-based roll angle estimation for two-wheeled vehicles 2011 ·Marc Schlipsing, (unknown), Jan Salmen	16
15	The German Traffic Sign Recognition Benchmark: A multi-class classification competition breakdown → 2011 ·Research at the University of Copenhagen (University of Copenhagen) ·Johannes Stallkamp, Marc Schlipsing, Jan Salmen, Christian Igel	648
16	Efficient update of the covariance matrix inverse in iterated linear discriminant analysis 2010 ·Pattern Recognition Letters ·Jan Salmen, Marc Schlipsing, Christian Igel	4
17	Evolutionary Optimization ofWavelet Feature Sets for Real-Time Pedestrian Classification 2007 ·Jan Salmen, Thorsten Suttorp, Johann Edelbrunner, Christian Igel	2

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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