Davide Abati
Impact in
- Artificial Intelligence top 5%
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
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- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Digital Media Forensic Detection
Papers in
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- Advanced Vision and Imaging 5
- Advanced Image and Video Retrieval Techniques 4
- Visual Attention and Saliency Detection 4
- Advanced Neural Network Applications 4
- Advanced Image Processing Techniques 2
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- Video Coding and Compression Technologies 2
- Co-authors
- Rita Cucchiara (8 shared papers)Simone Calderara (6 shared papers)Angelo Porrello (1 shared paper)Andrea Palazzi (3 shared papers)Guido Borghi (1 shared paper)Stefano Alletto (3 shared papers)Francesco Solera (1 shared paper)Giuseppe Serra (2 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)IEEE Transactions on Intelligent Transportation Systems (1 paper)Sensors (1 paper)Lecture notes in computer science (4 papers)IRIS UNIMORE (University of Modena and Reggio Emilia) (2 papers)
- Partner nations
- ItalyUnited KingdomUnited States
In The Last Decade
Davide Abati
12 papers receiving 453 citations
Davide Abati's Hit Papers
Peers
Comparison fields: 5 of 59
- Artificial Intelligence 360
- Computer Vision and Pattern Recognition 185
- Computer Networks and Communications 165
- Signal Processing 33
- Human-Computer Interaction 15
Countries citing papers authored by Davide Abati
This map shows the geographic impact of Davide Abati'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 Davide Abati with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Davide Abati more than expected).
Fields of papers citing papers by Davide Abati
This network shows the impact of papers produced by Davide Abati. 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 Davide Abati. The network helps show where Davide Abati may publish in the future.
Co-authors
The 20 scholars most cited alongside Davide Abati, 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 | Latent Space Autoregression for Novelty Detection Hit paper breakdown → | 2019 | 370 |
| 2 | 2017 | 39 | |
| 3 | 2018 | 13 | |
| 4 | 2016 | 9 | |
| 5 | 2018 | 6 | |
| 6 | 2020 | 6 | |
| 7 | 2022 | 5 | |
| 8 | 2024 | 4 | |
| 9 | 2015 | 4 | |
| 10 | 2023 | 3 | |
| 11 | 2021 | 2 | |
| 12 | 2017 | 1 |
About Davide Abati
Davide Abati is a scholar working on Computer Vision and Pattern Recognition, Signal Processing, Geology, Human-Computer Interaction and Automotive Engineering, having authored 12 papers that have together received 462 indexed citations. Recurring topics across this work include Advanced Vision and Imaging (5 papers), Advanced Image and Video Retrieval Techniques (4 papers), Visual Attention and Saliency Detection (4 papers), Advanced Neural Network Applications (4 papers), Video Coding and Compression Technologies (2 papers), Advanced Image Processing Techniques (2 papers), Anomaly Detection Techniques and Applications (1 paper) and Data-Driven Disease Surveillance (1 paper). The work is most often cited by research in Artificial Intelligence (360 citations), Computer Vision and Pattern Recognition (185 citations), Computer Networks and Communications (165 citations), Signal Processing (33 citations) and Human-Computer Interaction (15 citations). Davide Abati has collaborated with scholars based in Italy, United Kingdom and United States. Frequent co-authors include Rita Cucchiara, Simone Calderara, Angelo Porrello, Andrea Palazzi, Guido Borghi, Stefano Alletto, Francesco Solera, Giuseppe Serra, Amirhossein Habibian and Babak Ehteshami Bejnordi. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Intelligent Transportation Systems, Sensors, Lecture notes in computer science and IRIS UNIMORE (University of Modena and Reggio Emilia).
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.