Stefan Walk

1.2k total citations · 1 hit paper
7 papers, 846 citations indexed

About

Stefan Walk is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Stefan Walk has authored 7 papers receiving a total of 846 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Computer Vision and Pattern Recognition, 2 papers in Artificial Intelligence and 2 papers in Media Technology. Recurrent topics in Stefan Walk's work include Video Surveillance and Tracking Methods (5 papers), Advanced Image and Video Retrieval Techniques (4 papers) and Human Pose and Action Recognition (3 papers). Stefan Walk is often cited by papers focused on Video Surveillance and Tracking Methods (5 papers), Advanced Image and Video Retrieval Techniques (4 papers) and Human Pose and Action Recognition (3 papers). Stefan Walk collaborates with scholars based in Germany and Switzerland. Stefan Walk's co-authors include Bernt Schiele, Konrad Schindler, Christian Wojek, Jan Dirk Wegner and Stefan Roth and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Stefan Walk

7 papers receiving 813 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.

New features and insights for pedestrian detection

2010 345 citations Stefan Walk, Konrad Schindler et al. Max Planck Institute for Plasma Physics profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Stefan Walk Germany	7	769	208	101	97	79	7	846
Weijian Deng Australia	7	886 1.2×	196 0.9×	123 1.2×	24 0.2×	53 0.7×	20	1.0k
Arne Schumann Germany	17	1.0k 1.4×	113 0.5×	62 0.6×	50 0.5×	317 4.0×	50	1.2k
Haiyun Guo China	12	548 0.7×	84 0.4×	110 1.1×	63 0.6×	37 0.5×	25	658
Qingming Leng China	14	947 1.2×	150 0.7×	52 0.5×	11 0.1×	55 0.7×	23	1.1k
C.R. Jung Brazil	9	336 0.4×	47 0.2×	105 1.0×	138 1.4×	34 0.4×	14	433
Pengming Feng China	14	342 0.4×	162 0.8×	110 1.1×	14 0.1×	130 1.6×	41	563
Weixun Zuo Hong Kong	6	442 0.6×	60 0.3×	109 1.1×	59 0.6×	101 1.3×	7	584
Jiaming Zhang Germany	8	389 0.5×	97 0.5×	81 0.8×	39 0.4×	78 1.0×	16	543
Tianyu Tang China	6	355 0.5×	56 0.3×	134 1.3×	35 0.4×	109 1.4×	8	464

Countries citing papers authored by Stefan Walk

Since Specialization

Citations

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

Fields of papers citing papers by Stefan Walk

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stefan Walk

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

All Works

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7 of 7 papers shown

1.

Wegner, Jan Dirk, et al.. (2014). Features, Color Spaces, and Boosting: New Insights on Semantic Classification of Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing. 53(1). 280–295. 95 indexed citations

2.

Wegner, Jan Dirk, et al.. (2013). BEYOND HAND-CRAFTED FEATURES IN REMOTE SENSING. SHILAP Revista de lepidopterología. II-3/W1. 35–40. 11 indexed citations

3.

Wojek, Christian, Stefan Walk, Stefan Roth, Konrad Schindler, & Bernt Schiele. (2012). Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes. IEEE Transactions on Pattern Analysis and Machine Intelligence. 35(4). 882–897. 60 indexed citations

4.

Wojek, Christian, Stefan Walk, Stefan Roth, & Bernt Schiele. (2011). Monocular 3D scene understanding with explicit occlusion reasoning. Max Planck Institute for Plasma Physics. 1993–2000. 59 indexed citations

5.

Walk, Stefan, et al.. (2010). New features and insights for pedestrian detection. Max Planck Institute for Plasma Physics. 1030–1037. 345 indexed citations breakdown →

6.

Wojek, Christian, Stefan Walk, & Bernt Schiele. (2009). Multi-cue onboard pedestrian detection. 2009 IEEE Conference on Computer Vision and Pattern Recognition. 29 indexed citations

7.

Wojek, Christian, Stefan Walk, & Bernt Schiele. (2009). Multi-cue onboard pedestrian detection. 2009 IEEE Conference on Computer Vision and Pattern Recognition. 794–801. 247 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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