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
- Advanced Neural Network Applications
- Visual Attention and Saliency Detection
- Media Technology top 0.2%
- Remote-Sensing Image Classification
Papers in
-
- Advanced Image and Video Retrieval Techniques 44
- Image Retrieval and Classification Techniques 31
- Face and Expression Recognition 12
- Handwritten Text Recognition Techniques 11
- Advanced Neural Network Applications 8
- Face recognition and analysis 7
-
- Domain Adaptation and Few-Shot Learning 19
- Co-authors
- Jorge Sánchez (8 shared papers)Christopher R. Dance (1 shared paper)Albert Gordo (7 shared papers)Yunchao Gong (2 shared papers)Svetlana Lazebnik (2 shared papers)Thomas Mensink (4 shared papers)Jakob Verbeek (4 shared papers)Naila Murray (8 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (9 papers)International Journal of Computer Vision (6 papers)Pattern Recognition (3 papers)Pattern Recognition Letters (3 papers)Journal of Mathematical Imaging and Vision (1 paper)
- Partner nations
- FranceSpainUnited States
In The Last Decade
Florent Perronnin
74 papers receiving 8.8k citations
Florent Perronnin's Hit Papers
Peers
Comparison fields: 5 of 166
- Computer Vision and Pattern Recognition 7.6k
- Media Technology 1.1k
- Artificial Intelligence 2.8k
- Signal Processing 423
- Aerospace Engineering 760
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 74 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval Hit paper breakdown → | 2012 | 1299 |
| 2 | Aggregating Local Image Descriptors into Compact Codes Hit paper breakdown → | 2011 | 1017 |
| 3 | Image Classification with the Fisher Vector: Theory and Practice Hit paper breakdown → | 2013 | 992 |
| 4 | Fisher Kernels on Visual Vocabularies for Image Categorization Hit paper breakdown → | 2007 | 991 |
| 5 | AVA: A large-scale database for aesthetic visual analysis Hit paper breakdown → | 2012 | 559 |
| 6 | Label-Embedding for Image Classification Hit paper breakdown → | 2015 | 484 |
| 7 | Large-scale image retrieval with compressed Fisher vectors Hit paper breakdown → | 2010 | 483 |
| 8 | Label-Embedding for Attribute-Based Classification Hit paper breakdown → | 2013 | 408 |
| 9 | What is a good evaluation measure for semantic segmentation? Hit paper breakdown → | 2013 | 366 |
| 10 | 2011 | 285 | |
| 11 | 2013 | 237 | |
| 12 | 2011 | 180 | |
| 13 | 2014 | 138 | |
| 14 | 2008 | 134 | |
| 15 | 2009 | 118 | |
| 16 | 2013 | 102 | |
| 17 | 2010 | 93 | |
| 18 | 2015 | 82 | |
| 19 | 2013 | 82 | |
| 20 | 2010 | 71 |
About Florent Perronnin
Florent Perronnin is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Media Technology and Cognitive Neuroscience, having authored 74 papers that have together received 9.1k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (44 papers), Image Retrieval and Classification Techniques (31 papers), Domain Adaptation and Few-Shot Learning (19 papers), Face and Expression Recognition (12 papers), Handwritten Text Recognition Techniques (11 papers), Advanced Neural Network Applications (8 papers), Face recognition and analysis (7 papers) and Biometric Identification and Security (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (7.6k citations), Media Technology (1.1k citations), Artificial Intelligence (2.8k citations), Signal Processing (423 citations) and Aerospace Engineering (760 citations). Florent Perronnin has collaborated with scholars based in France, Spain and United States. Frequent co-authors include Jorge Sánchez, Christopher R. Dance, Albert Gordo, Yunchao Gong, Svetlana Lazebnik, Thomas Mensink, Jakob Verbeek, Naila Murray, Luca Marchesotti and Zaïd Harchaoui. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, Pattern Recognition, Pattern Recognition Letters 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.