Matthijs Douze
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
- Video Analysis and Summarization
- Advanced Neural Network Applications
- Media Technology top 0.2%
- Remote-Sensing Image Classification
Papers in
-
- Advanced Image and Video Retrieval Techniques 31
- Image Retrieval and Classification Techniques 19
- Multimodal Machine Learning Applications 14
- Video Analysis and Summarization 14
- Video Surveillance and Tracking Methods 3
- Advanced Steganography and Watermarking Techniques 3
-
- Domain Adaptation and Few-Shot Learning 8
- Co-authors
- Hervé JeǵouCordelia SchmidH. JegouCalvin F. SchmidPatrick PérezFlorent PerronninC. SchmidJorge Sánchez
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (3 papers)International Journal of Computer Vision (3 papers)IEEE Transactions on Multimedia (1 paper)IEEE Transactions on Big Data (1 paper)Computer Vision and Image Understanding (1 paper)
- Partner nations
- FranceUnited StatesIsrael
In The Last Decade
Matthijs Douze
46 papers receiving 6.9k citations
Hit Papers
Peers
Comparison fields: 5 of 151
- Computer Vision and Pattern Recognition 6.2k
- Media Technology 920
- Aerospace Engineering 1.3k
- Signal Processing 557
- Artificial Intelligence 1.6k
Countries citing papers authored by Matthijs Douze
This map shows the geographic impact of Matthijs Douze'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 Matthijs Douze with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthijs Douze more than expected).
Fields of papers citing papers by Matthijs Douze
This network shows the impact of papers produced by Matthijs Douze. 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 Matthijs Douze. The network helps show where Matthijs Douze may publish in the future.
Co-authors
The 25 scholars most cited alongside Matthijs Douze, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | The Faiss Library Hit paper breakdown → | 2025 | 33 |
| 2 | 2024 | 1 | |
| 3 | 2022 | 35 | |
| 4 | Training data-efficient image transformers & distillation through attention | 2021 | 6 |
| 5 | 2021 | 41 | |
| 6 | 2021 | 2 | |
| 7 | 2020 | 61 | |
| 8 | Training data-efficient image transformers & distillation through attention Hit paper breakdown → | 2020 | 607 |
| 9 | A neural network catalyzer for multi-dimensional similarity search. | 2018 | 2 |
| 10 | 2016 | 45 | |
| 11 | 2011 | 163 | |
| 12 | 2011 | 122 | |
| 13 | Aggregating Local Image Descriptors into Compact Codes Hit paper breakdown → | 2011 | 1017 |
| 14 | Aggregating local descriptors into a compact image representation Hit paper breakdown → | 2010 | 1673 |
| 15 | Product Quantization for Nearest Neighbor Search Hit paper breakdown → | 2010 | 1610 |
| 16 | INRIA-LEAR's Participation in ImageCLEF 2009. | 2009 | 3 |
| 17 | 2009 | 268 | |
| 18 | 2009 | 247 | |
| 19 | Improving Bag-of-Features for Large Scale Image Search Hit paper breakdown → | 2009 | 471 |
| 20 | INRIA-LEAR'S Video Copy Detection System. | 2008 | 44 |
About Matthijs Douze
Matthijs Douze is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Aerospace Engineering and Signal Processing, having authored 47 papers that have together received 7.2k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (31 papers), Image Retrieval and Classification Techniques (19 papers), Multimodal Machine Learning Applications (14 papers), Video Analysis and Summarization (14 papers), Robotics and Sensor-Based Localization (8 papers), Domain Adaptation and Few-Shot Learning (8 papers), Video Surveillance and Tracking Methods (3 papers) and Advanced Steganography and Watermarking Techniques (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (6.2k citations), Media Technology (920 citations), Aerospace Engineering (1.3k citations), Signal Processing (557 citations) and Artificial Intelligence (1.6k citations). Matthijs Douze has collaborated with scholars based in France, United States and Israel. Frequent co-authors include Hervé Jeǵou, Cordelia Schmid, H. Jegou, Calvin F. Schmid, Patrick Pérez, Florent Perronnin, C. Schmid, Patrick Pérez, Jorge Sánchez and Alexandre Sablayrolles. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, IEEE Transactions on Multimedia, IEEE Transactions on Big Data and Computer Vision and Image Understanding.
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.