Signal Processing and Recognition | Doctoral Program - Information Engineering and Computer Science

Signal Processing and Recognition

The SPR Lab aims at developing research revolving around the design of smart computerized signal/image processing and recognition systems.

 

Publications

8 publications for 2 currently enrolled students

A Case Study for the Automatic Supervision of Body-Weight Exercises: The Squat
Aliprandi, P.; Girardi, L.; Martinelli, G.; De Natale, F.; Bisagno, N.; Conci, N. in IEEE STAR 2023 Proceedings, Cavalese: Institute of Electrical and Electronics Engineers Inc., 2023, p. 13-16. - ISBN: 979-8-3503-1605-6. Proceedings of: IEEE STAR 2023, Cavalese, 14 - 16 September 2023. - DOI: 10.1109/STAR58331.2023.10302651

Meta-Trainer: An Augmented Reality Trainer for Home Fitness with Real-Time Feedback
Orlandi, L.; Martinelli, G.; Laiti, F.; Lobba, D.; Bisagno, N.; Conci, N. in IEEE STAR 2023 Proceedings, Cavalese: Institute of Electrical and Electronics Engineers Inc., 2023, p. 90-93. - ISBN: 979-8-3503-1605-6. Proceedings of: IEEE STAR 2023, Cavalese, 14 - 16 September 2023. - DOI: 10.1109/STAR58331.2023.10302670

UNPOSED: an Ultra-wideband Network for Pose Estimation with Deep Learning
Martinelli, G.; Santoro, L.; Nardello, M.; Brunelli, D.; Fontanelli, D.; Conci, N. in IEEE MetroInd4.0&IoT 2023 Proceedings, Brescia: Institute of Electrical and Electronics Engineers Inc., 2023, p. 299-304. - ISBN: 979-8-3503-9657-7. Proceedings of: 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4. 0&IoT), Brescia, 6-8 June 2023. - DOI: 10.1109/MetroInd4.0IoT57462.2023.10180019

SinGAN-3D: towards unconditioned 3D shapes generation
Sambugaro, Zeno; Merlin, Marco; Conci, Nicola in IVMSP 2022 - 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop, piscataway NJ: Institute of Electrical and Electronics Engineers Inc., 2022, p. 1-5. - ISBN: 978-1-6654-7822-9. Proceedings of: 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022, grc, 2022. - DOI: 10.1109/IVMSP54334.2022.9816357
[other topics: Multimedia Signal Processing and Understanding

Gender Recognition from 3D Shape Parameters
Martinelli, G.; Garau, N.; Conci, N. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Cham, Svizzera: Springer Science and Business Media Deutschland GmbH, 2022, p. 203-214. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-13323-7. Proceedings of: 21st International Conference on Image Analysis and Processing , ICIAP 2022, ita, 2022. - Publication URL . - DOI: 10.1007/978-3-031-13324-4_18

Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks
Garau, N.; Bisagno, N.; Sambugaro, Z.; Conci, N. in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA: IEEE Computer Society, 2022, p. 13679-13688. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 978-1-6654-6946-3. Proceedings of: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, 18-24 June 2022. - Publication URL . - DOI: 10.1109/CVPR52688.2022.01332
[other topics: Multimedia Signal Processing and Understanding

PanopTOP: A framework for generating viewpoint-invariant human pose estimation datasets
Garau, N.; Martinelli, G.; Brodka, P.; Bisagno, N.; Conci, N. in Proceedings of the IEEE International Conference on Computer Vision, Piscataway NJ: Institute of Electrical and Electronics Engineers Inc., 2021, p. 234-242. - (... IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS). - ISBN: 978-1-6654-0191-3. Proceedings of: 18th IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021, virtual, 11-17 October 2021. - Publication URL . - DOI: 10.1109/ICCVW54120.2021.00031

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces
Zaeemzadeh, A.; Bisagno, N.; Sambugaro, Z.; Conci, N.; Rahnavard, N.; Shah, M. in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA: IEEE Computer Society, 2021, p. 9447-9456. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 978-1-6654-4509-2. Proceedings of: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021, Nashville, TN, USA, 20-25 June 2021. - Publication URL . - DOI: 10.1109/CVPR46437.2021.00933
[other topics: Multimedia Signal Processing and Understanding

 

Students

Martinelli, Giuliagiulia.martinelli-2 [at] unitn.itwebpage
Sambugaro, Zenozeno.sambugaro [at] unitn.itwebpage