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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

Andrea Conti, Matteo Poggi, Stefano Mattoccia, Sparsity Agnostic Depth Completion, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), New York, IEEE, 2023, pp. 5860 - 5869 (atti di: Winter Conference on Applications of Computer Vision (WACV), Hawaii, 3 Gennaio 2023) [Contributo in Atti di convegno]Open Access

Zhang, Youmin; Poggi, Matteo; Mattoccia, Stefano, TemporalStereo: Effcient Spatial-Temporal Stereo Matching Network, in: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), «PROCEEDINGS OF THE ... IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS», 2023, pp. 9528 - 9535 (atti di: International Conference on Intelligent Robots and Systems (IROS), Detroit, Michigan, US, 1-5 Ottobre) [Contributo in Atti di convegno]Open Access

Jaime Spencer; C. Stella Qian; Chris Russell; Simon Hadfield; Erich Graf; Wendy Adams; Andrew J. Schofield; James Elder; Richard Bowden; Heng Cong; Stefano Mattoccia; Matteo Poggi; Zeeshan Khan Suri; Yang Tang; Fabio Tosi; Hao Wang; Youmin Zhang; Yusheng Zhang; Chaoqiang Zhao, The Monocular Depth Estimation Challenge, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), New York, IEEE Computer Society, 2023, pp. 623 - 632 (atti di: The Monocular Depth Estimation Challenge Workshop, Waikoloa, Hawaii (USA), January 7, 2023) [Contributo in Atti di convegno]Open Access

Spencer, Jaime; Qian, C. Stella; Trescakova, Michaela; Russell, Chris; Hadfield, Simon; Graf, Erich W.; Adams, Wendy J.; Schofield, Andrew J.; Elder, James; Bowden, Richard; Anwar, Ali; Chen, Hao; Chen, Xiaozhi; Cheng, Kai; Dai, Yuchao; Hoa, Huynh Thai; Hossain, Sadat; Huang, Jianmian; Jing, Mohan; Li, Bo; Li, Chao; Li, Baojun; Liu, Zhiwen; Mattoccia, Stefano; Mercelis, Siegfried; Nam, Myungwoo; Poggi, Matteo; Qi, Xiaohua; Ren, Jiahui; Tang, Yang; Tosi, Fabio; Trinh, Linh; Uddin, S. M. Nadim; Umair, Khan Muhammad; Wang, Kaixuan; Wang, Yufei; Wang, Yixing; Xiang, Mochu; Xu, Guangkai; Yin, Wei; Yu, Jun; Zhang, Qi; Zhao, Chaoqiang, The Second Monocular Depth Estimation Challenge, in: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2023), «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2023, pp. 3064 - 3076 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 17-24 June 2023) [Contributo in Atti di convegno]Open Access

Poggi, Matteo; Tonioni, Alessio; Tosi, Fabio; Mattoccia, Stefano; Di Stefano, Luigi, Continual Adaptation for Deep Stereo, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2022, 44, pp. 4713 - 4729 [articolo]Open Access

Matteo Poggi, Pierluigi Zama Ramirez, Fabio Tosi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano, Cross-Spectral Neural Radiance Fields, in: Proceedings of the International Conference on 3D Vision (3DV), 2022, pp. 1 - 8 (atti di: International Conference on 3D Vision (3DV), Praga, Repubblica Ceca, 12 settembre 2022) [Contributo in Atti di convegno]

Qiao, Xin; Ge, Chenyang; Deng, Pengchao; Wei, Hao; Poggi, Matteo; Mattoccia, Stefano, Depth Restoration in Under-Display Time-of-Flight Imaging, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2022, 45, pp. 5668 - 5683 [articolo]Open Access

Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano, Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs, «IEEE INTERNET OF THINGS JOURNAL», 2022, 9, pp. 25 - 36 [articolo]Open Access

S. Kim, M. Poggi, S. Kim, K. Sohn, S. Mattoccia, Meta-confidence estimation for stereo matching, in: Proceedings of the International Conference on Robotics and Automation (ICRA 2022), IEEE, 2022, pp. 10624 - 10631 (atti di: International Conference on Robotics and Automation (ICRA 2022), Philadelphia (PA), USA, May 23-27, 2021) [Contributo in Atti di convegno]

Mingozzi, Alessio; Conti, Andrea; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano, Monitoring Social Distancing With Single Image Depth Estimation, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE», 2022, Early access, pp. 1 - 12 [articolo]Open Access

Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano, Monocular Depth Perception on Microcontrollers for Edge Applications, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY», 2022, 32, pp. 1524 - 1536 [articolo]Open Access

Chaoqiang Zhao, Youmin Zhang, Matteo Poggi, Fabio Tosi, Xianda Guo, Zheng Zhu, Guan Huang, Yang Tang, Stefano Mattoccia, MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer, in: Proceedings of the International Conference on 3D Vision (3DV), 2022, pp. 1 - 8 (atti di: International Conference on 3D Vision (3DV), Praga, Repubblica Ceca, 12 settembre 2022) [Contributo in Atti di convegno]

Matteo Poggi, Andrea Conti, Stefano Mattoccia, Multi-View Guided Multi-View Stereo, in: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), New York, IEEE, 2022, pp. 8391 - 8398 (atti di: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan, October 23-27, 2022) [Contributo in Atti di convegno]Open Access

M. Poggi, S. Kim, F. Tosi, S. Kim, F. Aleotti, D. Min, K. Sohn, S. Mattoccia, On the confidence of stereo matching in a deep-learning era: a quantitative evaluation, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2022, 44, pp. 5293 - 5313 [articolo]Open Access

M. Poggi, F. Tosi, K. Batsos, P. Mordohai, S. Mattoccia, On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2022, 44, pp. 5314 - 5334 [articolo]Open Access

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