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Stefano Mattoccia

Professore associato

Dipartimento di Informatica - Scienza e Ingegneria

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

Pubblicazioni

Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano, Efficient confidence measures for embedded stereo, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Verlag, «LECTURE NOTES IN COMPUTER SCIENCE», 2017, 10484, pp. 483 - 494 (atti di: 19th International Conference on Image Analysis and Processing, ICIAP 2017, ita, 2017) [Contributo in Atti di convegno]

Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano, Even More Confident Predictions with Deep Machine-Learning, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE Computer Society, «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2017, 2017-, pp. 393 - 401 (atti di: 12th IEEE Embedded Vision Workshop (EVW2017) held in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaii (USA), usa, 2017) [Contributo in Atti di convegno]

Tosi, F.; Poggi, M.; Mattoccia, S.; Tonioni, A.; Di Stefano, L.;, Learning confidence measures in the wild, in: Proceedings of 28th British Machine Vision Conference 2017 (BMVC 2017), The British Machine Vision Association and Society for Pattern Recognition, 2017, pp. 1 - 13 (atti di: 28th British Machine Vision Conference 2017 (BMVC 2017), London, Imperial College, 4th-7th September 2017) [Contributo in Atti di convegno]

Poggi, Matteo; Mattoccia, Stefano, Learning to Predict Stereo Reliability Enforcing Local Consistency of Confidence Maps, in: Proceedings of 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2017, pp. 4541 - 4550 (atti di: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii (USA), July 21-26, 2017) [Contributo in Atti di convegno]

Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano, Quantitative Evaluation of Confidence Measures in a Machine Learning World, in: 2017 IEEE International Conference on Computer Vision (ICCV), New York, IEEE, 2017, pp. 5238 - 5247 (atti di: 16th edition of the IEEE International Conference on Computer Vision, Venice, Italy, October 22-29, 2017) [Contributo in Atti di convegno]Open Access

Tonioni, Alessio; Poggi, Matteo; Mattoccia, Stefano; Luigi Di, Stefano, Unsupervised Adaptation for Deep Stereo, in: Proceedings 16th edition of the IEEE International Conference on Computer Vision, IEEE, 2017, pp. 1614 - 1622 (atti di: IEEE International Conference on Computer Vision, Venice, Italy, October 22-29, 2017) [Contributo in Atti di convegno]

Poggi, Matteo; Mattoccia, Stefano, A wearable mobility aid for the visually Impaired based on embedded 3D vision and deep learning, in: Proceedings - IEEE Symposium on Computers and Communications, Piscataway, NJ, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 208 - 213 (atti di: First IEEE Workshop on ICT Solutions for eHealth (IEEE ICTS4eHealth 2016) in conjunction with the Twenty-First IEEE Symposium on Computers and Communications, Messina, June 27-30, 2016) [Contributo in Atti di convegno]

Poggi, Matteo; Mattoccia, Stefano, Deep stereo fusion: Combining multiple disparity hypotheses with deep-learning, in: Proceedings - 2016 4th International Conference on 3D Vision, 3DV 2016, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 138 - 147 (atti di: 4th International Conference on 3D Vision, 3DV 2016, usa, 2016) [Contributo in Atti di convegno]

Poggi, Matteo; Mattoccia, Stefano, Evaluation of variants of the SGM algorithm aimed at implementation on embedded or reconfigurable devices, in: 2016 International Conference on 3D Imaging, IC3D 2016 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 1 - 8 (atti di: 6th International Conference on 3D Imaging, IC3D 2016, Belgio, DEC 13-14, 2016) [Contributo in Atti di convegno]

Boschini, Matteo; Poggi, Matteo; Mattoccia, Stefano, Improving the reliability of 3D people tracking system by means of deep-learning, in: 2016 International Conference on 3D Imaging, IC3D 2016 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 1 - 8 (atti di: 6th International Conference on 3D Imaging, IC3D 2016, Belgio, 2016) [Contributo in Atti di convegno]

Poggi, Matteo; Mattoccia, Stefano, Learning a general-purpose confidence measure based on O(1) features and a smarter aggregation strategy for semi global matching, in: Proceedings - 2016 4th International Conference on 3D Vision, 3DV 2016, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 509 - 518 (atti di: 4th International Conference on 3D Vision, 3DV 2016, usa, 2016) [Contributo in Atti di convegno]

Matteo, Poggi; Mattoccia, Stefano, Learning from scratch a confidence measure, in: Proceedings of the 2016 British Machine Vision Conference, BMVA Press, 2016, pp. 1 - 12 (atti di: British Machine Vision Conference 2016, York, United Kingdom, 19-22 September 2016) [Contributo in Atti di convegno]

Di Febbo, Paolo; Mattoccia, Stefano; Dal Mutto, Carlo, Real-Time image distortion correction: Analysis and evaluation of FPGA-compatible algorithms, in: 2016 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2016, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 1 - 6 (atti di: 2016 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2016, Mexico, 2016) [Contributo in Atti di convegno]

Marin, Giulio; Zanuttigh, Pietro; Mattoccia, Stefano, Reliable fusion of ToF and stereo depth driven by confidence measures, in: Proceedings of the 14th European Conference on Computer Vision (ECCV 2016), GEWERBESTRASSE 11, CHAM, CH-6330, SPRINGER INT PUBLISHING AG - Springer Verlag, 2016, 9911, pp. 386 - 401 (atti di: 14th European Conference on Computer Vision (ECCV), Amsterdam, NETHERLANDS, OCT 08-16, 2016) [Contributo in Atti di convegno]

Mattoccia, Stefano; Poggi, Matteo, A passive RGBD sensor for accurate and real-time depth sensing self-contained into an FPGA, in: Proceedings of the 9th International Conference on Distributed Smart Cameras, ICDSC 2015, Association for Computing Machinery, 2015, pp. 146 - 151 (atti di: 9th International Conference on Distributed Smart Cameras, ICDSC 2015, Seville, Spain, September 8 - 11, 2015) [Contributo in Atti di convegno]

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