Projects
Principal Investigator
Simultaneous Estimation of Multiple Face Attributes using Deep Learning
Participant
Imagin and Vision Laboratory (IVL), University of Milano - Bicocca, Milano, ITHuawei
Audio speaker recognition
Spectral recovery from RGB data
Teinvein – Driver status monitoring
The Home of IoT – Face monitoring
Irista by Canon – Photos auto-tagging
Feedin’Italy – Facial features tracking and recognition in videos
Collaborations
Università della Svizzera Italiana, Lugano, CH (Aprile 2022 - Ad Oggi)
Multi-modal emotion recognition in collaboration with Dr. Leonardo Alchieri. As a product of our collaboration we made the following publication ``Leonardo Alchieri, Luigi Celona e Simone Bianco. Video-based emotion estimation using deep neural networks: a comparative study”. In: ICIAP 3AS Workshop. 2023.
Media Technology Center (ETH Zurich), Zurich, CH (January 2022 - Ad Oggi)
Aesthetic quality assessment with Dr. Clara Fernandez-Labrador and Dr. Daniel Vera Nieto. As products of our collaboration we made the following publication ``Daniel Vera Nieto, Luigi Celona e Clara Fernandez-Labrador. Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment. In: Proceedings of the Neural Information Processing Systems (NeurIPS) Track on Datasets and Benchmarks. 2022. [CORE2021 Rank: A*]” and the Reddit Photo Critique Dataset (RPCD) and aesthetic benchmark.
Missouri State University, Springfield, MO (January 2019 - July 2019)
Automatic pain estimation in neonates with Prof. Sheryl Brahnam. We published the following article ``Luigi Celona, Sheryl Brahnam e Simone Bianco. Getting the most of few data for neonatal pain assessment}. In: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare. 2019, pp. 298–301”.
Sorbonne Université, Paris, FR (January 2018 - October 2018)
Analysis and comparison of CNN architectures in collaboration with Dr. Remi Cadene. The products of our collaboration are the following journal article ``Simone Bianco, Remi Cadene, Luigi Celona e Paolo Napoletano. Benchmark analysis of representative deep neural network architectures. In: IEEE Access 6 (2018), pp. 64270–64277” and GitHub repository containing a framework for CNN architectures benchmark.
