Foto del docente

Samuele Salti

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Salti, S.; Pinto, A.; Lanza, A.; Morigi, S., Additive decomposition of one-dimensional signals using Transformers, «PATTERN RECOGNITION LETTERS», 2026, 199, pp. 239 - 245 [Scientific article]Open Access

Monteagudo, Henrique Pineiro; Taccari, Leonardo; Pjetri, Aurel; Sambo, Francesco; Salti, Samuele, RendBEV: Semantic Perspective View Rendering as Supervision for Bird’s Eye View Segmentation, «IEEE ACCESS», 2026, 14, pp. 12255 - 12272 [Scientific article]

Turra, Riccardo; Simoncini, Matteo; Monteagudo, Henrique Piñeiro; Pjetri, Aurel; Salti, Samuele; Taccari, Leonardo, VS-Sim: A Synthetic Dataset for Viewpoint Shift Robustness, in: Lecture Notes in Computer Science, Springer Science and Business Media Deutschland GmbH, 2026, 16167, pp. 507 - 519 (atti di: 23rd International Conference on Image Analysis and Processing, ICIAP 2025, ita, 2025) [Contribution to conference proceedings]

Ramirez, P. Z.; Tosi, F.; Di Stefano, L.; Timofte, R.; Costanzino, A.; Poggi, M.; Salti, S.; Mattoccia, S.; Zhang, Z.; Yang, Y.; Chen, W.; Ming, A.; Zhao, M.; Yu, M.; Gao, S.; Wang, X.; Xue, F.; Shi, J.; Yang, Y.; Yong, A.; Jin, Y.; Li, D.; Shukla, A.; Frija-Altarac, L.; Toews, M.; Geng, H.; Wan, T.; Gao, Z.; Xu, Q.; Xu, K.; Zang, Z.; Pinjari, J. B.; Purohit, K.; Lavreniuk, M.; Cao, J.; Li, S.; Jiang, K.; Jiang, J.; Huang, Y., NTIRE 2025 Challenge on HR Depth From Images of Specular and Transparent Surfaces, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE Computer Society, 2025, pp. 978 - 992 (atti di: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025, usa, 2025) [Contribution to conference proceedings]

Pineiro, Henrique; Taccari, Leonardo; Pjetri, Aurel; Sambo, Francesco; Salti, Samuele, RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation, in: IEEE/CVF Winter Conference on Applications of Computer Vision, IEEE/CVF, 2025, pp. 535 - 544 (atti di: Winter Conference on Applications of Computer Vision, Tucson, Arizona, 28 Feb - 4 Mar 2025) [Contribution to conference proceedings]Open Access

Amaduzzi, Andrea; Zama Ramirez, Pierluigi; Lisanti, Giuseppe; Salti, Samuele; Di Stefano, Luigi, Spatially-aware Weights Tokenization for NeRF-Language Models, in: 39th Conference on Neural Information Processing Systems (NeurIPS 2025), 2025, pp. 1 - 30 (atti di: 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, USA, Dicembre 2 - Dicembre 7) [Contribution to conference proceedings]

Ugolini, Edoardo; La Civita, Giorgio; Al Aidroos, Moad; Salti, Samuele; Lisanti, Giuseppe; Ghedini, Emanuele; Faggioli, Gianluca; Gargiulo, Mauro; Rossi, Giovanni, Validation of Replicable Pipeline 3D Surface Reconstruction for Patient-Specific Abdominal Aortic Lumen Diagnostics, «BIOMED», 2025, 5, Article number: 9 , pp. 1 - 25 [Scientific article]Open Access

Ali, Musawar; Fioraio, Nicola; Salti, Samuele; Di Stefano, Luigi, AnomalyControl: Few-Shot Anomaly Generation by ControlNet Inpainting, «IEEE ACCESS», 2024, 12, pp. 192903 - 192914 [Scientific article]

Mazzocchetti S.; Bevini M.; Badiali G.; Lisanti G.; Di Stefano L.; Salti S., Automatic Implant Generation for Cranioplasty via Occupancy Networks, «IEEE ACCESS», 2024, 12, pp. 95185 - 95195 [Scientific article]Open Access

Pierluigi Zama Ramirez, Alex Costanzino, Fabio Tosi, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano, Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, 46, pp. 85 - 102 [Scientific article]Open Access

Boccardi, Francesca; Saalbach, Axel; Schulz, Heinrich; Salti, Samuele; Sirazitdinov, Ilyas, Bottom-up Instance Segmentation of Catheters for Chest X-ray Images, in: Proceedings of The 7nd International Conference on Medical Imaging with Deep Learning, 2024, pp. 1 - 4 (atti di: International Conference on Medical Imaging with Deep Learning, Paris, France, 3-5 July 2024) [Contribution to conference proceedings]

Ballerini F.; Zama Ramirez P.; Mirabella R.; Salti S.; Di Stefano L., Connecting NeRFs, Images, and Text, in: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, 2024, 34, pp. 866 - 876 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, Seattle, WA, USA, 17-18 June 2024) [Contribution to conference proceedings]

Zama Ramirez P.; De Luigi L.; Sirocchi D.; Cardace A.; Spezialetti R.; Ballerini F.; Salti S.; Di Stefano L., Deep Learning on Object-centric 3D Neural Fields, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, Early Access, pp. 1 - 17 [Scientific article]

Boschi, Marco; de Luigi, Luca; Salti, Samuele; Sambo, Francesco; De Andrade, Douglas Coimbra; Taccari, Leonardo; Garcia, Alex Quintero, Dynamic Bird’s Eye View Reconstruction of Driving Accidents, «IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS», 2024, 25, pp. 8671 - 8680 [Scientific article]

Amaduzzi, Andrea; ZAMA RAMIREZ, Pierluigi; Lisanti, Giuseppe; Salti, Samuele; DI STEFANO, Luigi, LLaNA: Large Language and NeRF Assistant, in: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, 2024, 37, pp. 1162 - 1195 (atti di: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, Vancouver, From 10th of December to 15th of December) [Contribution to conference proceedings]

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