Florent Perronnin
Impact in
- Computer Vision and Pattern Recognition top 0.05%
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Multimodal Machine Learning Applications
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Advanced Neural Network Applications
- Media Technology top 0.1%
- Remote-Sensing Image Classification
Papers in
-
- Advanced Image and Video Retrieval Techniques 58
- Image Retrieval and Classification Techniques 41
- Face and Expression Recognition 13
- Handwritten Text Recognition Techniques 11
- Advanced Neural Network Applications 10
- Face recognition and analysis 8
-
- Domain Adaptation and Few-Shot Learning 25
- Co-authors
- Jorge Sánchez (10 shared papers)Thomas Mensink (7 shared papers)Christopher R. Dance (4 shared papers)Albert Gordo (8 shared papers)Jakob J. Verbeek (6 shared papers)Gabriela Csurka (17 shared papers)Yunchao Gong (2 shared papers)Svetlana Lazebnik (2 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (9 papers)International Journal of Computer Vision (6 papers)Pattern Recognition Letters (3 papers)Pattern Recognition (3 papers)Journal of Mathematical Imaging and Vision (1 paper)
- Partner nations
- FranceSpainUnited States
In The Last Decade
Florent Perronnin
91 papers receiving 13.0k citations
Florent Perronnin's Hit Papers
Peers
Comparison fields: 5 of 174
- Computer Vision and Pattern Recognition 11.4k
- Media Technology 1.7k
- Artificial Intelligence 4.1k
- Signal Processing 597
- Aerospace Engineering 1.1k
Countries citing papers authored by Florent Perronnin
This map shows the geographic impact of Florent Perronnin'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 Florent Perronnin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Florent Perronnin more than expected).
Fields of papers citing papers by Florent Perronnin
This network shows the impact of papers produced by Florent Perronnin. 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 Florent Perronnin. The network helps show where Florent Perronnin may publish in the future.
Co-authors
The 25 scholars most cited alongside Florent Perronnin, 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 91 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Improving the Fisher Kernel for Large-Scale Image Classification Hit paper breakdown → | 2010 | 2026 |
| 2 | Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval Hit paper breakdown → | 2012 | 1440 |
| 3 | Fisher Kernels on Visual Vocabularies for Image Categorization Hit paper breakdown → | 2007 | 1230 |
| 4 | Aggregating Local Image Descriptors into Compact Codes Hit paper breakdown → | 2011 | 1216 |
| 5 | Image Classification with the Fisher Vector: Theory and Practice Hit paper breakdown → | 2013 | 1208 |
| 6 | AVA: A large-scale database for aesthetic visual analysis Hit paper breakdown → | 2012 | 686 |
| 7 | Large-scale image retrieval with compressed Fisher vectors Hit paper breakdown → | 2010 | 620 |
| 8 | Label-Embedding for Image Classification Hit paper breakdown → | 2015 | 594 |
| 9 | Label-Embedding for Attribute-Based Classification Hit paper breakdown → | 2013 | 496 |
| 10 | What is a good evaluation measure for semantic segmentation? Hit paper breakdown → | 2013 | 410 |
| 11 | 2011 | 320 | |
| 12 | 2013 | 310 | |
| 13 | 2011 | 213 | |
| 14 | 2012 | 206 | |
| 15 | 2014 | 161 | |
| 16 | 2006 | 159 | |
| 17 | 2008 | 156 | |
| 18 | 2009 | 137 | |
| 19 | 2010 | 125 | |
| 20 | 2013 | 122 |
About Florent Perronnin
Florent Perronnin is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Signal Processing and Cognitive Neuroscience, having authored 91 papers that have together received 13.5k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (58 papers), Image Retrieval and Classification Techniques (41 papers), Domain Adaptation and Few-Shot Learning (25 papers), Face and Expression Recognition (13 papers), Handwritten Text Recognition Techniques (11 papers), Advanced Neural Network Applications (10 papers), Face recognition and analysis (8 papers) and Remote-Sensing Image Classification (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (11.4k citations), Media Technology (1.7k citations), Artificial Intelligence (4.1k citations), Signal Processing (597 citations) and Aerospace Engineering (1.1k citations). Florent Perronnin has collaborated with scholars based in France, Spain and United States. Frequent co-authors include Jorge Sánchez, Thomas Mensink, Christopher R. Dance, Albert Gordo, Jakob J. Verbeek, Gabriela Csurka, Yunchao Gong, Svetlana Lazebnik, Naila Murray and Luca Marchesotti. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, Pattern Recognition Letters, Pattern Recognition and Journal of Mathematical Imaging and Vision.
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.