Peter Gehler
Impact in
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- Human Pose and Action Recognition
- Video Surveillance and Tracking Methods
- Advanced Vision and Imaging
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
- Human-Computer Interaction top 0.2%
- Hand Gesture Recognition Systems
Papers in
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- Advanced Image and Video Retrieval Techniques 21
- Advanced Neural Network Applications 11
- Human Pose and Action Recognition 10
- Advanced Vision and Imaging 10
- Video Surveillance and Tracking Methods 9
- Image Enhancement Techniques 7
- Image Retrieval and Classification Techniques 7
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- Domain Adaptation and Few-Shot Learning 11
- Co-authors
- Bernt Schiele (10 shared papers)Mykhaylo Andriluka (4 shared papers)Leonid Pishchulin (4 shared papers)Sebastian Nowozin (12 shared papers)Michael J. Black (4 shared papers)Javier Romero (3 shared papers)Christoph Lassner (3 shared papers)Federica Bogo (3 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (2 papers)Lecture notes in computer science (11 papers)International Journal of Computer Vision (1 paper)Computer Vision and Image Understanding (1 paper)2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (1 paper)
- Partner nations
- GermanyUnited StatesUnited Kingdom
In The Last Decade
Peter Gehler
53 papers receiving 7.8k citations
Peter Gehler's Hit Papers
Peers
Comparison fields: 5 of 150
- Computer Vision and Pattern Recognition 6.6k
- Human-Computer Interaction 984
- Computer Graphics and Computer-Aided Design 278
- Artificial Intelligence 1.9k
- Computational Mechanics 1.0k
Countries citing papers authored by Peter Gehler
This map shows the geographic impact of Peter Gehler'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 Peter Gehler with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Gehler more than expected).
Fields of papers citing papers by Peter Gehler
This network shows the impact of papers produced by Peter Gehler. 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 Peter Gehler. The network helps show where Peter Gehler may publish in the future.
Co-authors
The 25 scholars most cited alongside Peter Gehler, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 54 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2D Human Pose Estimation: New Benchmark and State of the Art Analysis Hit paper breakdown → | 2014 | 1789 |
| 2 | Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Hit paper breakdown → | 2016 | 1013 |
| 3 | Towards Total Recall in Industrial Anomaly Detection Hit paper breakdown → | 2022 | 764 |
| 4 | DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation Hit paper breakdown → | 2016 | 723 |
| 5 | On feature combination for multiclass object classification Hit paper breakdown → | 2009 | 666 |
| 6 | Unite the People: Closing the Loop Between 3D and 2D Human Representations Hit paper breakdown → | 2017 | 346 |
| 7 | 2008 | 290 | |
| 8 | 2013 | 252 | |
| 9 | 2012 | 155 | |
| 10 | 2013 | 153 | |
| 11 | 2017 | 144 | |
| 12 | 2017 | 142 | |
| 13 | 2014 | 122 | |
| 14 | 2016 | 111 | |
| 15 | 2013 | 109 | |
| 16 | 2021 | 103 | |
| 17 | Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance | 2011 | 92 |
| 18 | 2016 | 89 | |
| 19 | 2006 | 72 | |
| 20 | Deterministic Annealing for Multiple-Instance Learning | 2007 | 71 |
About Peter Gehler
Peter Gehler is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Atomic and Molecular Physics, and Optics, Computational Mechanics and Media Technology, having authored 54 papers that have together received 8.0k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (21 papers), Advanced Neural Network Applications (11 papers), Domain Adaptation and Few-Shot Learning (11 papers), Human Pose and Action Recognition (10 papers), Advanced Vision and Imaging (10 papers), Video Surveillance and Tracking Methods (9 papers), Image Enhancement Techniques (7 papers) and Image Retrieval and Classification Techniques (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (6.6k citations), Human-Computer Interaction (984 citations), Computer Graphics and Computer-Aided Design (278 citations), Artificial Intelligence (1.9k citations) and Computational Mechanics (1.0k citations). Peter Gehler has collaborated with scholars based in Germany, United States and United Kingdom. Frequent co-authors include Bernt Schiele, Mykhaylo Andriluka, Leonid Pishchulin, Sebastian Nowozin, Michael J. Black, Javier Romero, Christoph Lassner, Federica Bogo, Angjoo Kanazawa and Martin Kiefel. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Lecture notes in computer science, International Journal of Computer Vision, Computer Vision and Image Understanding and 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
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.