I have a Ph.D. in image processing and computer vision from the Department of Information Engineering at the University of Padova, under the supervision of Prof. Pietro Zanuttigh @ the M3DIA Lab (formerly LTTM). I am interested in signal processing and optimization, particularly topics related to imaging. I obtained a First Cycle degree in Physics and Technology in 2016, followed by an Engineering degree in Telecommunications from the Higher School of Communications of Tunis (Sup’Com) in Tunisia in 2019. Additionally, I hold an M.Sc. degree in ICT from the University of Padova, awarded in 2021.

My research focuses on computational photography, camera optics, and computer vision, encompassing both low- and high-level vision sensing problems. Specifically, I have worked on holographic and phase imaging, hyperspectral imaging, monocular depth estimation, and semantic image segmentation. Throughout my Ph.D., I collaborated with the Sony Europe B.V. Technology Center in Stuttgart, and I supervised multiple M.Sc. students in both academic and industry settings.

News

• [18/10/2024] 📚 My PhD thesis “Learning for Computational Image Sensing” can be found here.
• [30/08/2024] 🔥 I will join Sony Europe B.V as a Senior Engineer.
• [28/08/2024] 📘 Our paper “Cross-Net: Joint In-Line Holographic Image Reconstruction and Refocusing” has been accepted at MICAD 2024, Manchester UK.
• [14/08/2024] 🍎 We released HSIRS dataset: High-quality Spectral Image Resonstruction and Segmentation Dataset, used for spectral reconstruction and semantic image segmentation: Download full data from here.
• [14/08/2024] 📗 Our paper “Joint Reconstruction and Spatial Super-resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement” has been considered for publication in the IEEE Transactions on Computational Imaging (TCI).
• [01/07/2024] 📘 Our paper “HoloADMM: High-Quality Holographic Complex Field Recovery” has been accepted at ECCV 2024, Milan Italy.
• [14/06/2024] 🔥 I will join ICCP 2024 in Lausanne this July and showcase the latest spectral sensing technology from Sony.
• [20/11/2023] 📗 Our paper “End-to-end learning for joint depth and image reconstruction from diffracted rotation” has been published in the Visual Computer (Springer Nature).
• [09/07/2023] 🔥 Attended the International Computer Vision Summer School (ICVSS 2023) in Sicily, Italy.
• [15/03/2023] 🏢 Started a Visiting Researcher period at Sony Europe B.V. (Stuttgart Technology Center).
• [17/10/2022] 📘 Our paper “Material characterization using a compact Computed Tomography Imaging Spectrometer with super-resolution capability” has been accepted at OCM 2023.
• [30/09/2022] 📘 Our paper “Joint Reconstruction and Super Resolution of Hyper-Spectral CTIS Images” has been accepted at BMVC 2022.
• [28/05/2022] 📗 Our paper “Deep learning-based hyperspectral image reconstruction from emulated and real computed tomography imaging spectrometer data” has been published in Optical Engineering (SPIE).
• [01/10/2021] 📚 Started Ph.D. studies in computer vision under the supervision of Dr. Pietro Zanuttigh.
• [11/07/2021] 🎓 Defended my M.Sc. Thesis @ UNIPD (110/110 cum Laude).
• [18/12/2019] 📗 Our paper “Incremental and Multi-Task Learning Strategies for Coarse-To-Fine Semantic Segmentation” has been published in Technologies (MDPI).