Andrea Prati graduated in Computer Engineering from the University of Modena and Reggio Emilia in 1998.
He got his PhD in 2002 from the same university.
He served as Assistant Professor from 2005 to 2011, and Associate Professor at the UniversityIUAV of Venice since 2015.
In December 2015 he moved to the University of Parma and got promoted to full professorship in 2019.
He is the head of IMPLab research group and his research interests are related to computer vision and image processing, deep learning and generative models.
He is the author of 9 book chapters, 40+ papers in international referred journals and 100+ papers in proceedings of international conferences and workshops.
To date, his h-index on Google Scholar is 41, with a total of 8773 citations.
On Scopus, his h-index is 27, with a total of 4580 citations.
Andrea Prati is Senior Member of IEEE, Fellow of IAPR, and a member of CVPL.
Publications
Andrea Prati's publications
| Title | Authors | Published in | Year | Links |
|---|---|---|---|---|
| TECMO: Efficient Temporal Cross-Interaction Module for Long Synchronized Audio-Video Generation | A. Ergasti, G. Tarollo, F. Botti, T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | IEEE TRANSACTIONS ON MULTIMEDIA | Accepted |
[IRIS]
[DOI] |
| HTR-MB: Combining Mamba and BiLSTM for Handwritten Text Recognition | F. Botti∗, V. Bernuzzi, T. Fontanini, M. Bertozzi, and A. Prati | PATTERN RECOGNITION | 2027 |
[IRIS]
[DOI] |
| Divide and Align: Disentangled Vision-Language Learning for Text-Based Person Anomaly Search | A. Ergasti, T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | LECTURE NOTES IN COMPUTER SCIENCE | 2026 |
[IRIS]
[DOI] |
| Revisiting Text-Guided Style Transfer Through Mamba: A Fast and Memory-Efficient Architecture | F. Botti, T. Calzetti, A. Ergasti, T. Fontanini, and A. Prati | IEEE ACCESS | 2026 |
[IRIS]
[DOI] |
| Machine learning-assisted development of a fast Mechanochemical Johnson–Corey–Chaykovsky reaction | F. Mele, A. Constantin, M. Barezzi, L. Rossi, A. Ergasti, T. Fontanini, S. Civardi, R. Sundermann, P. Mazzeo, R. Maggi, N. Della Ca', A. Prati, and L. Capaldo | NATURE COMMUNICATIONS | 2026 |
[IRIS]
[DOI] |
| SISMA: Semantic Face Image Synthesis with Mamba | F. Botti, A. Ergasti, T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | LECTURE NOTES IN COMPUTER SCIENCE | 2026 |
[IRIS]
[DOI] |
| Mcgm-styler: free-form styler for mask conditional text-to-image generative model | R. Skaik, L. Rossi, T. Fontanini, and A. Prati | THE VISUAL COMPUTER | 2026 |
[IRIS]
[DOI] |
| Mamba-ST: State Space Model for Efficient Style Transfer | F. Botti, A. Ergasti, L. Rossi, T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | Proceeding of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) | 2025 |
[IRIS]
[DOI] |
| U-Shape Mamba: State Space Model for Faster Diffusion | A. Ergasti, F. Botti, T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS | 2025 |
[IRIS]
[DOI] |
| Controllable Face Synthesis with Semantic Latent Diffusion Models | A. Ergasti, C. Ferrari, T. Fontanini, M. Bertozzi, and A. Prati | LECTURE NOTES IN COMPUTER SCIENCE | 2025 |
[IRIS]
[DOI] |
| Mars: Paying More Attention to Visual Attributes for Text-based Person Search | A. Ergasti, T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS | 2025 |
[IRIS]
[DOI] |
| Swin2-MoSE: A new single image supersolution model for remote sensing | L. Rossi, V. Bernuzzi, T. Fontanini, M. Bertozzi, and A. Prati | IET IMAGE PROCESSING | 2025 |
[IRIS]
[DOI] |
| Semantic Image Synthesis via Class-adaptive Cross-attention | T. Fontanini, C. Ferrari, G. Lisanti, M. Bertozzi, and A. Prati | IEEE ACCESS | 2025 |
[IRIS]
[DOI] |
| MEMORY-AUGMENTED ONLINE VIDEO ANOMALY DETECTION | L. Rossi, V. Bernuzzi, T. Fontanini, M. Bertozzi, and A. Prati | PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2024 |
[IRIS]
[DOI] |
| Masked Style Transfer for Source-Coherent Image-to-Image Translation | F. Botti, T. Fontanini, M. Bertozzi, and A. Prati | APPLIED SCIENCES | 2024 |
[IRIS]
[DOI] |
| Adversarial Identity Injection for Semantic Face Image Synthesis | G. Tarollo, T. Fontanini, C. Ferrari, G. Borghi, and A. Prati | 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops | 2024 |
[IRIS]
[DOI] |
| Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation | T. Fontanini, L. Donati, M. Bertozzi, and A. Prati | ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS | 2023 |
[IRIS]
[DOI] |
| FrankenMask: Manipulating semantic masks with transformers for face parts editing | T. Fontanini, C. Ferrari, G. Lisanti, L. Galteri, S. Berretti, M. Bertozzi, and A. Prati | PATTERN RECOGNITION LETTERS | 2023 |
[IRIS]
[DOI] |
| Smart System to Recapitulate Student Attendance on Virtual Meeting Platforms During Covid-19 | C. Rahmad, A. Rachmad Syulistyo, D. R. H. Putra, A. Prati, T. Fontanini, and R. Ariyanto | INTERNATIONAL JOURNAL OF INTERACTIVE MOBILE TECHNOLOGIES | 2023 |
[IRIS]
[DOI] |
| Automatic Generation of Semantic Parts for Face Image Synthesis | T. Fontanini, C. Ferrari, M. Bertozzi, and A. Prati | LECTURE NOTES IN COMPUTER SCIENCE | 2023 |
[IRIS]
[DOI] |
| Improving Localization for Semi-Supervised Object Detection | L. Rossi, A. Karimi, and A. Prati | LECTURE NOTES IN ARTIFICIAL INTELLIGENCE | 2022 |
[IRIS]
[DOI] |
| Self-Balanced R-CNN for instance segmentation | L. Rossi, A. Karimi, and A. Prati | JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION | 2022 |
[IRIS]
[DOI] |
| Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts | L. De Bruyne, A. Karimi, O. De Clercq, A. Prati, and V. Hoste | Proceedings of the Thirteenth Language Resources and Evaluation Conference | 2022 | [IRIS] |
| Avoiding Shortcuts in Unpaired Image-to-Image Translation | T. Fontanini, F. Botti, M. Bertozzi, and A. Prati | LECTURE NOTES IN ARTIFICIAL INTELLIGENCE | 2022 |
[IRIS]
[DOI] |
| Face Synthesis with a Focus on Facial Attributes Translation using Attention Mechanisms | R. Li, T. Fontanini, A. Prati, and B. Bhanu | IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE | 2022 |
[IRIS]
[DOI] |