Towards Scalable and Robust Visual Geo-localization for Real World Applications

• 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)
• 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)
• Documento compilato per i premi di qualità (2025)

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

• Berton, Gabriele; Junglas, Lorenz; Zaccone, Riccardo; Pollok, Thomas; Caputo, Barbara; ... (2025)
  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 Moreno (2025)
  Towards Scalable and Robust Visual Place Recognition for Real World Applications. relatore: CAPUTO, BARBARA; MASONE, CARLO; , 37. XXXVII Ciclo, P.: 173
  Doctoral Thesis
• Sferrazza, Davide; Berton, Gabriele; Trivigno, Gabriele; Masone, Carlo (2025)
  To Match or Not to Match: Revisiting Image Matching for Reliable Visual Place Recognition. In: 2025 IEEE/CVF International Conference on Computer Vision and Pattern Recognition, Nashville (USA), 11-12 June 2025, pp. 2840-2851. ISBN: 979-8-3315-9994-2
  Contributo in Atti di Convegno (Proceeding)
• Berton, Gabriele; Masone, Carlo (2025)
  Megaloc: One retrieval to place them all. In: 2025 IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville (USA), 11-12 June 2025, pp. 2852-2858. ISBN: 979-8-3315-9994-2
  Contributo in Atti di Convegno (Proceeding)
• Berton, Gabriele; Stoken, Alex; Masone, Carlo (2025)
  AstroLoc: Robust Space to Ground Image Localizer. In: International Conference on Computer Vision (ICCV), Honolulu, Hawaii (USA), 19-23 October 2025
  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)
• Dutto, Mattia; Berton, Gabriele; Caldarola, Debora; Fani, Eros; Trivigno, Gabriele; ... (2024)
  Collaborative Visual Place Recognition through Federated Learning. In: IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop, Seattle (USA), 17-18 June 2024, pp. 4215-4225. ISBN: 979-8-3503-6547-4
  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)
• 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
• Berton, Gabriele; Trivigno, Gabriele; Caputo, Barbara; Masone, Carlo (2024)
  JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 9, pp. 1310-1317. ISSN 2377-3766
  Contributo su Rivista
• 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)
• Trivigno, Gabriele; Berton, Gabriele; Masone, Carlo; Aragon, Juan; Caputo, Barbara (2023)
  Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. In: IEEE International Conference on Computer Vision (ICCV), Paris (FRA), 01-06 October 2023, pp. 11108-11118. ISBN: 979-8-3503-0718-4
  Contributo in Atti di Convegno (Proceeding)
• Berton, Gabriele; Trivigno, Gabriele; Caputo, Barbara; Masone, Carlo (2023)
  EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. In: IEEE International Conference on Computer Vision (ICCV), Paris (FRA), 01-06 October 2023, pp. 11046-11056. ISBN: 979-8-3503-0718-4
  Contributo in Atti di Convegno (Proceeding)
• Barbarani, Giovanni; Mostafa, Mohamad; Bayramov, Hajali; Trivigno, Gabriele; Berton, ... (2023)
  Are Local Features All You Need for Cross-Domain Visual Place Recognition?. In: Conference on Computer Vision and Pattern Recognition (CVPR 2023), Vancouver (CAN), 18-22 June 2023, pp. 6155-6165. ISBN: 979-8-3503-0249-3
  Contributo in Atti di Convegno (Proceeding)
• Berton, Gabriele; Masone, Carlo; Caputo, Barbara (2022)
  Rethinking Visual Geo-localization for Large-Scale Applications. In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), New Orleans (USA), 18-24 June 2022, pp. 4868-4878. ISBN: 978-1-6654-6946-3
  Contributo in Atti di Convegno (Proceeding)
• Berton, Gabriele; Mereu, Riccardo; Trivigno, Gabriele; Masone, Carlo; Csurka, Gabriela; ... (2022)
  Deep Visual Geo-Localization Benchmark. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans (USA), 18-24 June 2022, pp. 5386-5397. ISBN: 978-1-6654-6946-3
  Contributo in Atti di Convegno (Proceeding)
• Mereu, R; Trivigno, G; Berton, G; Masone, C; Caputo, B (2022)
  Learning Sequential Descriptors for Sequence-Based Visual Place Recognition. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 7, pp. 10383-10390. ISSN 2377-3766
  Contributo su Rivista
• Paolicelli, V; Berton, G; Montagna, F; Masone, C; Caputo, B (2022)
  Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. In: FRONTIERS IN COMPUTER SCIENCE, vol. 4. ISSN 2624-9898
  Contributo su Rivista
• Paolicelli, Valerio; Tavera, Antonio; Masone, Carlo; Berton, Gabriele; Caputo, Barbara (2022)
  Learning Semantics for Visual Place Recognition Through Multi-scale Attention. In: International Conference on Image Analysis and Processing, Lecce ITA), May 23–27, 2022, pp. 454-466. ISBN: 978-3-031-06429-6
  Contributo in Atti di Convegno (Proceeding)
• Berton, GABRIELE MORENO; Paolicelli, Valerio; Masone, Carlo; Caputo, Barbara (2021)
  Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. In: IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii (USA), 03/01/2021 - 08/01/2021, pp. 2917-2926. ISBN: 978-1-6654-0477-8
  Contributo in Atti di Convegno (Proceeding)