Massimo Bertozzi
Associate Professor
Massimo Bertozzi was born in Parma in 1966.
In 1994 he received the Dr.Eng. degree in Electronic Engineering from the University of Parma discussing a Master Thesis about the implementation of Simulation of Petri Nets on the CM-2 Massive Parallel Architecture.
From November 1994 to October 1997 he was a PhD student in information technology at the Dipartimento di Ingegneria dell'Informazione of the Università di Parma where he chaired the local IEEE student branch.
Since November 1997 he has held a permanent position and he is now associate professor at the Department of Engineering and architecture.
His research interests mainly focus on the application of image processing to real-time systems and specifically to autonomous driving, on the optimization of machine code at assembly level, and on parallel and distributed computing, use of CNN for autonomous driving and industrial inspection.
From 2015 until 2020 he worked at VisLab on the development of SW and System Integration for the Ambarella CVflow® chip architecture.
Since 2020 he is also focusing his research interests to CNN in cooperation within the IMP Lab research group.
Publications
Massimo Bertozzi'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] |
| 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] |
| CoLoR-GAN: Continual Few-Shot Learning with Low-Rank Adaptation in Generative Adversarial Networks | M. Ali, L. Rossi, and M. Bertozzi | LECTURE NOTES IN COMPUTER SCIENCE | 2026 |
[IRIS]
[DOI] |
| CalibBEV: LiDAR-Camera Calibration via BEV Alignment | F. D'Addeo, L. Cipelli, A. Cardace, E. Ghelfi, A. Zinelli, and M. Bertozzi | Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026 | 2026 |
[IRIS]
[DOI] |
| End-to-End LiDAR-Camera Calibration via Multi-Modal Correspondences Estimation and Explicit BEV Alignment | L. Cipelli, F. D'Addeo, E. Ghelfi, M. Ceresini, A. Bertogalli, F. Pirazzoli, and M. Bertozzi | INTERNATIONAL JOURNAL OF COMPUTER VISION | 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] |
| CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks | M. Ali, L. Rossi, and M. Bertozzi | LECTURE NOTES IN COMPUTER SCIENCE | 2025 |
[IRIS]
[DOI] |
| Improving 3D Multi-View Object Detection via Explicit Query Supervision | F. D'Addeo, A. Zinelli, and M. Bertozzi | IEEE INTELLIGENT VEHICLES SYMPOSIUM | 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] |
| Informative Rays Selection for Few-Shot Neural Radiance Fields | M. Orsingher, A. Dell’Eva, P. Zani, P. Medici, and M. Bertozzi | Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications | 2024 |
[IRIS]
[DOI] |
| A Hybrid Approach Combining Upper-Level Policy Search and MPC for Lane Change of Autonomous Vehicles | F. Laneve, A. Rucco, and M. Bertozzi | Proceedings of the 2024 European Control Conference | 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] |
| 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] |
| A Real-time Collision-free Maneuver Generation Algorithm for Autonomous Driving | F. Laneve, A. Rucco, and M. Bertozzi | EUROPEAN JOURNAL OF CONTROL | 2023 |
[IRIS]
[DOI] |
| 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] |
| Leveraging Local Domains for Image-to-Image Translation | R. De Charette, M. Bertozzi, F. Pizzati, and A. Dell’Eva | Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications | 2022 |
[IRIS]
[DOI] |
