"Sometimes it is the people who no one imagines anything of who do the things that no one can imagine."
I am a Computer Graphics and Deep Learning enthusiast. If you are searching for my bio, see my CV. If you are looking for my publications, see my Google Scholar. For anything else, visit my group website or my linkedin.
[C7] 2023 Elena Camuffo, Umberto Michieli, Simone Milani, Ji Joong Moon, and Mete Ozay, "Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics", IROS, 2024. [ArXiv] [C6] 2023 Francesco Barbato, Elena Camuffo, Simone Milani and Pietro Zanuttigh, "Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network", ICIP, 2024. [ArXiv] [C5] 2023 Elena Camuffo, Umberto Michieli, Ji Joong Moon, Daehyun Kim, and Mete Ozay, "FFT-based Selection And Optimization Of Statistics For Robust Recognition Of Severely Corrupted Images", ICASSP, 2023. [PDF] [Blog] [Code] [C4] 2023 Devid Campagnolo*, Elena Camuffo*, Umberto Michieli, Simone Milani, and Andrea Giordano, "Fully Automated Scan-to-BIM via Point Cloud Instance Segmentation", ICIP, 2023. [PDF] [Code] [Dataset] [C3] 2023 Elena Camuffo, and Simone Milani, "Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine Strategies on Sparse Data", CVPRW 2023. [PDF] [Code] [C2] 2022 Elena Camuffo, Federica Battisti, Francesco Pham, and Simone Milani, "3D Model Optimization for Immersive and Interactive Applications", EUVIP 2022. [PDF] [Slides] [C1] 2021 Elena Camuffo, Luca Gorghetto, and Leonardo Badia, "Moving Drones for Wireless Coverage in a Three-Dimensional Grid Analyzed via Game Theory", APCCAS 2021. [PDF][Slides]
[J3] 2023 Elena Camuffo, Umberto Michieli, and Simone Milani, "Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation", IEEE Transactions on Multimedia, 2023. [PDF] [ArXiv] [J2] 2023 Daniele Mari, Elena Camuffo, and Simone Milani, "CACTUS: Content-Aware Compression and Transmission Using Semantics for Automotive LiDAR Data", Sensors, 2023. [PDF] [J1] 2022 Elena Camuffo, Daniele Mari and Simone Milani, "Recent Advancements in Learning Algorithms for Point Clouds: An Updated Overview", Sensors, 2023. [PDF] [Medium]
2021 Master thesis "Curriculum and Contrastive Learning in LiDAR Semantic Segmentation", supervisor: Prof. Simone Milani, co-supervisor: Dr. Umberto Michieli. [PDF] [Slides] [Template] 2019 Bachelor thesis "Mixed Reality Applications in Medical Therapy", supervisor: Prof. Simone Milani, co-supervisors: Hannah Luxenberg Tono, Dr. Alberto Tono, Dr. Sebastiano Verde, Fabio Capraro. [PDF] [Slides] [Template] [Video]
2018-19 Laboratorio di Internet e Multimedia, "My Watchdog" with Daniele Orsuti 2018-19 Laboratorio di Ingegneria Informatica, "Domotic Home" 2019-20 3D Augmented Reality, "Fruit Ninja Girl". [PDF] [video] 2019-20 Network Science, "Noodle-Spaghetti network" with Laura Crosara and Matteo Moro. [PDF] 2019-20 Digital Signal Processing, Homeworks [HW1] [HW2] 2019-20 Computer Vision, Homeworks [HW1] [HW2] 2019-20 Digital Forensics, "Face Detection and Recognition system for images and videos" [PDF] 2019-20 Web Applications, "SkiAdvisor" with Laura Crosara, Matteo Moro, Nicola Cibin, Francesco Basana and Jane Kopytova [PDF] 2019-20 Human Data Analytics, "Deep Sleep with Smart Beds" with Daniele Orsuti [PDF] 2020-21 Multimedia Coding, "DPCM coding of audio files" [PDF] 2020-21 Robotica Autonoma, Homeworks [HW1] [HW2] [HW3] 2020-21 Game Theory, "A Game Theoretic Analysis of Multi-Robot-On-the-Grid Environments" with Luca Gorghetto [PDF]
2020-24 3D Augmented Reality, prof. Simone Milani 2020-21 Digital Forensics, prof. Simone Milani 2021-22 Digital and Interactive Multimedia, prof. Federica Battisti 2021-22 Usability and User Experience, prof. Federica Battisti
2021 Winner of Seasonal School AIRONE, Artificial Intelligence, and Robotics in Extended Reality at Scuola Superiore Sant'Anna of Pisa. 2021 Best Presentation award, APCCAS 2021 conference.
The digital revolution raises a gender question: is there a different perception of the social role of men and women in the information technology sector? This initiative aims to promote the role of women within the Department of Information Engineering, presenting the excellent work of students and researchers.
Promotional video "meet the team" for Samsung Research UK.
Peer reviewer for international conferences and journals.
Annual event organized by the University of Padova where researchers present their works to people.