Massimo Bertozzi

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]