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Stefano Mattoccia

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

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

Pubblicazioni

Fabio Tosi, Filippo Aleotti, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano, Neural Disparity Refinement, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, Early access, pp. 1 - 18 [articolo]

Zama Ramirez P.; Tosi F.; Di Stefano L.; Timofte R.; Costanzino A.; Poggi M.; Salti S.; Mattoccia S.; Zhang Y.; Wu C.; He Z.; Yin S.; Dong J.; Liu Y.; Jiang H.; Shi J.; Yong A.; Jin Y.; Li D.; Ke B.; Obukhov A.; Wang T.; Metzger N.; Huang S.; Schindler K.; Huang Y.; Li J.; Zhang J.; Wang Y.; Huang Z.; Liu T.; Cao Z.; Li P.; Wang J.-L.; Zhu W.; Geng H.; Zhang Y.; Lan L.; Xu K.; Sun T.; Xu Q.; Saini S.; Gupta A.; Mistry S.K.; Shukla A.; Jakhetiya V.; Jaiswal S.; Sun Y.; Zheng Z.; Ning Y.; Cheng J.-H.; Liu H.-I.; Huang H.-W.; Yang C.-Y.; Jiang Z.; Peng Y.-H.; Huang A.; Hwang J.-N., NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2024, 33, pp. 6499 - 6512 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA, 17-18 June 2024) [Contributo in Atti di convegno]

Conti, Andrea; Poggi, Matteo; Cambareri, Valerio; Mattoccia, Stefano, Range-Agnostic Multi-View Depth Estimation with Keyframe Selection, in: 2024 International Conference on 3D Vision (3DV), IEEE, 2024, pp. 1350 - 1359 (atti di: 2024 International Conference on 3D Vision (3DV), Davos, Switzerland, March 18–21, 2024) [Contributo in Atti di convegno]

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]

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; 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

Pierluigi Zama Ramirez, Fabio Tosi, Luigi Di Stefano, Radu Timofte, Alex Costanzino, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Jun Shi, Dafeng Zhang, Yong A, Yixiang Jin, Dingzhe Li, Chao Li, Zhiwen Liu, Qi Zhang, Yixing Wang, Shi Yin, NTIRE 2023 Challenge on HR Depth From Images of Specular and Transparent Surfaces, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2023, pp. 1384 - 1395 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, Canada, 17-24 June 2023) [Contributo in Atti di convegno]Open Access

Huan Li, Matteo Poggi, Fabio Tosi, Stefano Mattoccia, On-Site Adaptation for Monocular Depth Estimation with a Static Camera, 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

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