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Matteo Poggi

Professore associato

Dipartimento di Informatica - Scienza e Ingegneria

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

Pubblicazioni

Bartolomei, Luca; Poggi, Matteo; Conti, Andrea; Tosi, Fabio; Mattoccia, Stefano, Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization, in: 2024 International Conference on 3D Vision (3DV), IEEE, 2024, pp. 1360 - 1370 (atti di: 2024 International Conference on 3D Vision (3DV), Davos, Switzerland, March 18–21, 2024) [Contributo in Atti di convegno]

Qiao X.; Poggi M.; Deng P.; Wei H.; Ge C.; Mattoccia S., RGB Guided ToF Imaging System: A Survey of Deep Learning-Based Methods, «INTERNATIONAL JOURNAL OF COMPUTER VISION», 2024, 132, pp. 4954 - 4991 [articolo]

Safadoust, Sadra; Tosi, Fabio; Güney, Fatma; Poggi, Matteo, Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs, in: 2024 Proceedings of the British Machine Vision Conference (BMVC), 2024, pp. 1 - 17 (atti di: British Machine VIsion Conference (BMVC), Glasgow, UK, 25 Novembre 2024) [Contributo in Atti di convegno]

Spencer, Jaime; Tosi, Fabio; Poggi, Matteo; Singh Arora, Ripudaman; Russell, Chris; Hadfield, Simon; Bowden, Richard; Zhou, Guangyuan; Li, Zhengxin; Rao, Qiang; Bao, Yiping; Liu, Xiao; Kim, Dohyeong; Kim, Jinseong; Kim, Myunghyun; Lavreniuk, Mykola; Li, Rui; Mao, Qing; Wu, Jiang; Zhu, Yu; Sun, Jinqiu; Zhang, Yanning; Patni, Suraj; Agarwal, Aradhye; Arora, Chetan; Sun, Pihai; Jiang, Kui; Wu, Gang; Liu, Jian; Liu, Xianming; Jiang, Junjun; Zhang, Xidan; Wei, Jianing; Wang, Fangjun; Tan, Zhiming; Wang, Jiabao; Luginov, Albert; Shahzad, Muhammad; Hosseini, Seyed; Trajcevski, Aleksander; Elder, James H., The Third Monocular Depth Estimation Challenge, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE Computer Society, 2024, pp. 1 - 14 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024, usa, 2024) [Contributo in Atti di convegno]

Luca Bartolomei; Matteo Poggi; Fabio Tosi; Andrea Conti; Stefano Mattoccia, Active Stereo Without Pattern Projector, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION», 2023, pp. 18424 - 18436 (atti di: International Conference on Computer Vision (ICCV), Paris, FR, October 04-06, 2023) [Contributo in Atti di convegno]Open Access

Zhang, Youmin; Guo, Xianda; Poggi, Matteo; Zhu, Zheng; Huang, Guan; Mattoccia, Stefano, CompletionFormer: Depth Completion with Convolutions and Vision Transformers, in: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, «PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION», 2023, pp. 18527 - 18536 (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

Fan, Rizhao; Poggi, Matteo; Mattoccia, Stefano, Contrastive Learning for Depth Prediction, 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. 3226 - 3237 (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

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», 2023, 45, pp. 5668 - 5683 [articolo]Open Access

Minelli G.; Poggi M.; Salti S., Depth Self-Supervision for Single Image Novel View Synthesis, 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. 5836 - 5843 (atti di: International Conference on Intelligent Robots and Systems, Detroit, Michigan, USA, October 1 – 5, 2023) [Contributo in Atti di convegno]Open Access

Qiao, Xin; Ge, Chenyang; Zhang, Youmin; Zhou, Yanhui; Tosi, Fabio; Poggi, Matteo; Mattoccia, Stefano, Depth super-resolution from explicit and implicit high-frequency features, «COMPUTER VISION AND IMAGE UNDERSTANDING», 2023, 237, Article number: 103841, pp. 1 - 12 [articolo]Open Access

Zhao, Chaoqiang; Poggi, Matteo; Tosi, Fabio; Zhou, Lei; Sun, Qiyu; Tang, Yang; Mattoccia, Stefano, GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes, in: Proceedings of IEEE/CVF International Conference on Computer Vision (ICCV 2023), 2023, pp. 16163 - 16174 (atti di: IEEE/CVF Conference on Computer Vision (ICCV), Parigi, 02 Ottobre 2023) [Contributo in Atti di convegno]Open Access

Zhang, Youmin; Tosi, Fabio; Mattoccia, Stefano; Poggi, Matteo, GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION», 2023, pp. 3704 - 3714 (atti di: IEEE/CVF Conference on Computer Vision (ICCV), Parigi, 01-06 October 2023) [Contributo in Atti di convegno]Open Access

Costanzino, Alex; ZAMA RAMIREZ, Pierluigi; Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano; DI STEFANO, Luigi, Learning Depth Estimation for Transparent and Mirror Surfaces, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), New York, IEEE, «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION», 2023, pp. 9210 - 9221 (atti di: IEEE/CVF International Conference on Computer Vision (ICCV), Parigi, Francia, 02/10/2023) [Contributo in Atti di convegno]Open Access

Rizhao Fan, Fabio Tosi, Matteo Poggi, Stefano Mattoccia, Lightweight Self-Supervised Depth Estimation with few-beams LiDAR Data, in: The 34th British Machine Vision Conference Proceedings, British Machine Vision Association’s (BMVA), 2023, pp. 1 - 15 (atti di: The 34th British Machine Vision Conference, Aberdeen, UK, 20th - 24th November 2023) [Contributo in Atti di convegno]Open Access

Tosi, Fabio; Tonioni, Alessio; De Gregorio, Daniele; Poggi, Matteo, NeRF-Supervised Deep Stereo, in: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, «PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION», 2023, pp. 855 - 866 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 18 giugno 2023) [Contributo in Atti di convegno]Open Access

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