Peter M. Roth

10.0k citations
98 papers · 3.3k · 2 hit papers · h-index 19

Impact in

    • Video Surveillance and Tracking Methods
    • Face recognition and analysis
    • Human Pose and Action Recognition
    • Advanced Image and Video Retrieval Techniques
    • Face and Expression Recognition
    • Advanced Neural Network Applications
    • Biometric Identification and Security

Papers in

    • Video Surveillance and Tracking Methods 37
    • Advanced Image and Video Retrieval Techniques 29
    • Face and Expression Recognition 15
    • Advanced Vision and Imaging 11
    • Human Pose and Action Recognition 9
    • Anomaly Detection Techniques and Applications 13
    • Domain Adaptation and Few-Shot Learning 6

Peter M. Roth

89 papers receiving 3.2k citations

Peter M. Roth's Hit Papers

Large scale metric learning from equivalence constraints 2012 · 1.1k citations
1.1k0+5+10Years since publication2505007501000

Peers

Peter M. Roth
Comparison fields: 5 of 146
  • Computer Vision and Pattern Recognition 2.8k
  • Signal Processing 279
  • Media Technology 144
  • Human-Computer Interaction 87
  • Artificial Intelligence 496
Replace Yan Huang with:
Yan Huang China
Yee‐Hong Yang Canada
Honggang Zhang China
Ko Nishino Japan
Zhiding Yu United States
Xuguang Lan China
Fei Su China
Manohar Paluri United States
Andrew D. Bagdanov Italy
Dong Chen China
Peter M. Roth relative to Yan Huang China Yan Huang's profile →
Citations per field
00.5×11.6×
Yan Huang · 1×
Citations per year

Countries citing papers authored by Peter M. Roth

Since Specialization
Citations

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

Fields of papers citing papers by Peter M. Roth

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Peter M. Roth. 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 M. Roth. The network helps show where Peter M. Roth may publish in the future.

Co-authors

The 25 scholars most cited alongside Peter M. Roth, 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 Peter M. Roth Line = papers co-authored together Peter M. Roth links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 98 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Large scale metric learning from equivalence constraints
Hit paper breakdown →
20121120
2
Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization
Hit paper breakdown →
2011635
3 2019186
4 2011138
5 2012110
6 2012102
7 201479
8
Survey of Appearance-based Methods for Object Recognition
200864
9 199155
10 200954
11 200950
12 201342
13 200542
14 201333
15 201331
16 200730
17 201427
18
Is Pedestrian Detection Really a hard Task
200719
19 200018
20 201117

About Peter M. Roth

Peter M. Roth is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Media Technology and Biomedical Engineering, having authored 98 papers that have together received 3.3k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (37 papers), Advanced Image and Video Retrieval Techniques (29 papers), Face and Expression Recognition (15 papers), Anomaly Detection Techniques and Applications (13 papers), Advanced Vision and Imaging (11 papers), Human Pose and Action Recognition (9 papers), Robotics and Sensor-Based Localization (7 papers) and Domain Adaptation and Few-Shot Learning (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.8k citations), Signal Processing (279 citations), Media Technology (144 citations), Human-Computer Interaction (87 citations) and Artificial Intelligence (496 citations). Peter M. Roth has collaborated with scholars based in Austria, Germany and United Kingdom. Frequent co-authors include Horst Bischof, Paul Wohlhart, Martin Köstinger, Martin Hirzer, Martin Godec, Marcus Bloice, Andreas Holzinger, Christian Leistner, Helmut Gräbner and Thomas Mauthner. Their work appears in journals such as Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment, Computer Vision and Image Understanding, Scientific Reports, Displays and Journal of Multimedia.

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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