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Samuele Salti

Professore associato

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: IINF-05/A Sistemi di elaborazione delle informazioni

Pubblicazioni

F. Tosi, F. Aleotti, P. Zama Ramirez, M. Poggi, S. Salti, L. Di Stefano, S. Mattoccia, Distilled semantics for comprehensive scene understanding from videos, in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE/CVF, 2020, pp. 4653 - 4664 (atti di: Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Washington, USA, June 16-18, 2020, Seattle) [Contributo in Atti di convegno]Open Access

Riccardo Spezialetti, Federico Stella, Marlon Marcon, Luciano Silva, Samuele Salti, Luigi Di Stefano, Learning to Orient Surfaces by Self-supervised Spherical CNNs, in: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), «ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS», 2020, pp. 1 - 12 (atti di: Advances in Neural Information Processing Systems (NeurIPS 2020), Virtual Conference, 06-12 December 2020) [Contributo in Atti di convegno]Open Access

Simoncini M.; De Andrade D.C.; Salti S.; Taccari L.; Schoen F.; Sambo F., Two-stream neural architecture for unsafe maneuvers classification from dashcam videos and GPS/IMU sensors, in: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS», 2020, pp. 1 - 6 (atti di: 23rd IEEE International Conference on Intelligent Transportation Systems, ITSC 2020, Rhodes, Greece, 20-23 Sept. 2020) [Contributo in Atti di convegno]

Spezialetti, Riccardo; Salti, Samuele; Di Stefano, Luigi; Tombari, Federico, 3D Local Descriptors—from Handcrafted to Learned, in: 3D Imaging, Analysis and Applications, Cham, Springer, 2020, pp. 319 - 352 [capitolo di libro]Open Access

Brevetto n. US10762725B2, Automatic classification of inactive vehicle tracking unit.

Marcon Marlon; Spezialetti Riccardo; Salti Samuele; Silva Luciano; Di Stefano Luigi, Boosting Object Recognition in Point Clouds by Saliency Detection, in: New Trends in Image Analysis and Processing – ICIAP 2019, Springer Verlag, «LECTURE NOTES IN COMPUTER SCIENCE», 2019, 11808, pp. 321 - 331 (atti di: Industrial session held at the 20th International Conference on Image Analysis and Processing, ICIAP 2019, Italia, 13/09/2019) [Contributo in Atti di convegno]

Bravi Luca; Simoncini Matteo; Taccari Leonardo; Sarti Leonardo; Caprasecca Stefano; Benericetti Andrea; Lori Alessandro; Salti Samuele; Sambo Francesco, Fault detection in non-reporting Vehicle Tracking Units, in: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, IEEE, «PROCEEDINGS IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS», 2019, pp. 2791 - 2796 (atti di: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, Cordis Hotel, 83 Symonds St, Grafton, New Zealand, 2019) [Contributo in Atti di convegno]

Ramirez, Pierluigi Zama; Tonioni, Alessio; Salti, Samuele; Stefano, Luigi Di, Learning Across Tasks and Domains, in: 2019 IEEE/CVF International Conference on Computer Vision (ICCV), IEEE, «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION», 2019, pp. 8109 - 8118 (atti di: 2019 IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, South Korea, 27 Oct.-2 Nov. 2019) [Contributo in Atti di convegno]

Spezialetti, Riccardo; Salti, Samuele; Stefano, Luigi Di, Learning an Effective Equivariant 3D Descriptor Without Supervision, in: 2019 IEEE/CVF International Conference on Computer Vision (ICCV), «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION», 2019, pp. 6400 - 6409 (atti di: 2019 IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, South Korea, 27 Oct.-2 Nov. 2019) [Contributo in Atti di convegno]

Spezialetti Riccardo; Salti Samuele; Di Stefano Luigi, Performance evaluation of learned 3D features, in: Image Analysis and Processing – ICIAP 2019, Springer Verlag, «LECTURE NOTES IN COMPUTER SCIENCE», 2019, 11751, pp. 519 - 531 (atti di: 20th International Conference on Image Analysis and Processing, ICIAP 2019, Trento, Italia, 2019) [Contributo in Atti di convegno]

Brevetto n. US10699137B2, Automatic collection and classification of harsh driving events in dashcam videos.

Taccari, Leonardo; Sambo, Francesco; Bravi, Luca; Salti, Samuele; Sarti, Leonardo; Simoncini, Matteo; Lori, Alessandro, Classification of Crash and Near-Crash Events from Dashcam Videos and Telematics, in: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, IEEE, «PROCEEDINGS IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS», 2018, 2018-, pp. 2460 - 2465 (atti di: 21st IEEE International Conference on Intelligent Transportation Systems, ITSC 2018, Maui, HI, USA, 2018) [Contributo in Atti di convegno]

Brevetto n. US10417909, Identifying wrong-way travel events.

Brevetto n. US10839683B2, Identifying wrong-way travel events.

Tonioni, Alessio; Salti, Samuele; Tombari, Federico; Spezialetti, Riccardo; Luigi Di, Stefano, Learning to Detect Good 3D Keypoints, «INTERNATIONAL JOURNAL OF COMPUTER VISION», 2018, 126, pp. 1 - 20 [articolo]

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