Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Thesis title
Towards Scalable and Robust Visual Place Recognition for Real World Applications
Research topic
Towards Scalable and Robust Visual Place Recognition for Real World Applications
Tutors
Research presentation
Research interests
Biography
He received the MSc degree in Computer Engineering from the Politecnico di Torino in 2020, and then he worked for a year in deep learning Research and Development at the Italian Institute of Technology.
His current research is focused on Visual Geo-localization, Visual Place Recognition and large scale Image Retrieval.
Awards and Honors
- Documento compilato per i premi di qualità (2024)
- Invitato come speaker a IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) al tutorial "A Comprehensive Tour and Recent Advancements toward Real-world Visual Geo-Localization" per presentare (insieme al Prof. Carlo Masone) i nostri lavori in un talk intitolato "Recent Image Geo-localization Benchmark and Large-scale Real-world Scenarios". Link al tutorial: https://www.sri.com/computer-vision/cvpr-2023-a-comprehensive-tour-and-recent-advancements-toward-real-world-visual-geo-localization/ Link YouTube: https://www.youtube.com/watch?v=snxP0yrabnQ (2023)
- Primo premio alla competizione Call for Best Student Research Video&Poster nella categoria Research innovations di Eurocon 2023. Link YouTube al video "My Research in 5 Minutes" che mi ha qualificato alle fasi finali: https://www.youtube.com/watch?v=qAnlOuiurUA&t=1s Link al sito della conferenza con i nomi dei vincitori del concorso: https://2023.ieee-eurocon.org/ (2023)
Teaching
Teachings
Master of Science
- Machine learning and Deep learning. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Bachelor of Science
- Algorithms and Programming. A.A. 2022/23, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
Publications
Latest publications View all publications in Porto@Iris
- Berton, Gabriele; Junglas, Lorenz; Zaccone, Riccardo; Pollok, Thomas; Caputo, Barbara; ... (2024)
MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. In: 18th European Conference in Computer Vision (ECCV), Milano (IT), September 29 – October 4, 2024, pp. 321-339. ISSN 0302-9743. ISBN: 9783031729034
Contributo in Atti di Convegno (Proceeding) - Berton, Gabriele; Stoken, Alex; Caputo, Barbara; Masone, Carlo (2024)
Earthloc: Astronaut photography localization by indexing earth from space. In: IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), Seattle (USA), 16-22 June 2024, pp. 12754-12764. ISSN 2163-6648. ISBN: 979-8-3503-5300-6
Contributo in Atti di Convegno (Proceeding) - Berton, Gabriele; Goletto, Gabriele; Trivigno, Gabriele; Stoken, Alex; Caputo, Barbara; ... (2024)
EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography. In: IEEE / CVF Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle (USA), 17-18 June 2024, pp. 4264-4274. ISSN 2160-7508. ISBN: 979-8-3503-6547-4
Contributo in Atti di Convegno (Proceeding) - Barbarani, Giovanni; Vaccarino, Francesco; Trivigno, Gabriele; Guerra, Marco; Berton, ... (2024)
Scale-Free Image Keypoints Using Differentiable Persistent Homology. In: 41st International Conference on Machine Learning, Vienna (AUT), 21-27 July 2024, pp. 2990-3002. ISSN 2640-3498
Contributo in Atti di Convegno (Proceeding) - Zaccone, Riccardo; Berton, Gabriele; Masone, Carlo (2024)
Distributed training of CosPlace for large-scale visual place recognition. In: FRONTIERS IN ROBOTICS AND AI, vol. 11. ISSN 2296-9144
Contributo su Rivista