Pietro Zanuttigh

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 82

Top Venues

Publications

Mazen Mel, Muhammad Siddiqui, Pietro Zanuttigh
End-to-end learning for joint depth and image reconstruction from diffracted rotation. Vis. Comput. 40 (9) (2024)
Francesco Barbato, Umberto Michieli, Jijoong Moon, Pietro Zanuttigh, Mete Ozay
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection. CoRR (2024)
Carmen Martin-Turrero, Maxence Bouvier, Manuel Breitenstein, Pietro Zanuttigh, Vincent Parret
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data. CoRR (2024)
Francesco Barbato, Umberto Michieli, Mehmet Kerim Yucel, Pietro Zanuttigh, Mete Ozay
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation. MMSys (2024)
Giulia Rizzoli, Donald Shenaj, Pietro Zanuttigh
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers. WACV (Workshops) (2024)
Matteo Caligiuri, Adriano Simonetto, Gianluca Agresti, Pietro Zanuttigh
NIGHT - Non-Line-of-Sight Imaging from Indirect Time of Flight Data. CoRR (2024)
Chang Liu, Giulia Rizzoli, Pietro Zanuttigh, Fu Li, Yi Niu
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation. CoRR (2024)
Francesco Barbato, Umberto Michieli, Mehmet Kerim Yucel, Pietro Zanuttigh, Mete Ozay
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation. CoRR (2024)
Francesco Barbato, Umberto Michieli, Marco Toldo, Pietro Zanuttigh
Road scenes segmentation across different domains by disentangling latent representations. Vis. Comput. 40 (2) (2024)
Giulia Rizzoli, Matteo Caligiuri, Donald Shenaj, Francesco Barbato, Pietro Zanuttigh
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather. CoRR (2024)
Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. WACV (2023)
Giulia Rizzoli, Donald Shenaj, Pietro Zanuttigh
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers. CoRR (2023)
Giulia Rizzoli, Francesco Barbato, Matteo Caligiuri, Pietro Zanuttigh
SynDrone - Multi-modal UAV Dataset for Urban Scenarios. ICCV (Workshops) (2023)
Donald Shenaj, Giulia Rizzoli, Pietro Zanuttigh
Federated Learning in Computer Vision. IEEE Access 11 (2023)
Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh
Exploiting Multiple Priors for Neural 3D Indoor Reconstruction. BMVC (2023)
Francesco Barbato, Giulia Rizzoli, Pietro Zanuttigh
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-based Segmentation Networks. ICASSP (2023)
Chang Liu, Giulia Rizzoli, Francesco Barbato, Umberto Michieli, Yi Niu, Pietro Zanuttigh
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation. CoRR (2023)
Donald Shenaj, Marco Toldo, Alberto Rigon, Pietro Zanuttigh
Asynchronous Federated Continual Learning. CoRR (2023)
Francesco Barbato, Elena Camuffo, Simone Milani, Pietro Zanuttigh
Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network. CoRR (2023)
Donald Shenaj, Marco Toldo, Alberto Rigon, Pietro Zanuttigh
Asynchronous Federated Continual Learning. CVPR Workshops (2023)
Giulia Rizzoli, Francesco Barbato, Matteo Caligiuri, Pietro Zanuttigh
SynDrone - Multi-modal UAV Dataset for Urban Scenarios. CoRR (2023)
Paolo Testolina, Francesco Barbato, Umberto Michieli, Marco Giordani, Pietro Zanuttigh, Michele Zorzi
SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh
Exploiting Multiple Priors for Neural 3D Indoor Reconstruction. CoRR (2023)
Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh
A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. CVPR Workshops (2022)
Sofia Casarin, Sara Baldoni, Marco Carli, Pietro Zanuttigh, Federica Battisti
Unsupervised Network Anomaly Detection by Learning on 2D Data Representations. SDS (2022)
Francesco Barbato, Giulia Rizzoli, Pietro Zanuttigh
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks. CoRR (2022)
Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. CoRR (2022)
Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains. CoRR (2022)
Paolo Testolina, Francesco Barbato, Umberto Michieli, Marco Giordani, Pietro Zanuttigh, Michele Zorzi
SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints. CoRR (2022)
Qamar Alfalouji, Piergiorgio Sartor, Pietro Zanuttigh
Reframing control methods for parameters optimization in adversarial image generation. Neural Networks 153 (2022)
Donald Shenaj, Francesco Barbato, Umberto Michieli, Pietro Zanuttigh
Continual coarse-to-fine domain adaptation in semantic segmentation. Image Vis. Comput. 121 (2022)
Mazen Mel, Alexander Gatto, Pietro Zanuttigh
Joint Reconstruction and Super Resolution of Hyper-Spectral CTIS Images. BMVC (2022)
Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh
A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. CoRR (2022)
Gianluca Agresti, Henrik Schäfer, Piergiorgio Sartor, Yalcin Incesu, Pietro Zanuttigh
Unsupervised Domain Adaptation of Deep Networks for ToF Depth Refinement. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Adriano Simonetto, Gianluca Agresti, Pietro Zanuttigh, Henrik Schäfer
Lightweight Deep Learning Architecture for MPI Correction and Transient Reconstruction. IEEE Trans. Computational Imaging 8 (2022)
Mazen Mel, Muhammad Siddiqui, Pietro Zanuttigh
End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation. CoRR (2022)
Donald Shenaj, Francesco Barbato, Umberto Michieli, Pietro Zanuttigh
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation. CoRR (2022)
Umberto Michieli, Pietro Zanuttigh
Edge-Aware Graph Matching Network for Part-Based Semantic Segmentation. Int. J. Comput. Vis. 130 (11) (2022)
Francesco Barbato, Umberto Michieli, Marco Toldo, Pietro Zanuttigh
Adapting Segmentation Networks to New Domains by Disentangling Latent Representations. CoRR (2021)
Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings. WACV (2021)
Umberto Michieli, Pietro Zanuttigh
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations. CoRR (2021)
Enrico Buratto, Adriano Simonetto, Gianluca Agresti, Henrik Schäfer, Pietro Zanuttigh
Deep Learning for Transient Image Reconstruction from ToF Data. Sensors 21 (6) (2021)
Adriano Simonetto, Gianluca Agresti, Pietro Zanuttigh, Henrik Schäfer
Lightweight Deep Learning Architecture for MPI Correction and Transient Reconstruction. CoRR (2021)
Umberto Michieli, Pietro Zanuttigh
Knowledge distillation for incremental learning in semantic segmentation. Comput. Vis. Image Underst. 205 (2021)
Andrea Maracani, Umberto Michieli, Marco Toldo, Pietro Zanuttigh
RECALL: Replay-based Continual Learning in Semantic Segmentation. CoRR (2021)
Andrea Maracani, Umberto Michieli, Marco Toldo, Pietro Zanuttigh
RECALL: Replay-based Continual Learning in Semantic Segmentation. ICCV (2021)
Umberto Michieli, Pietro Zanuttigh
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations. CVPR (2021)
Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation. CoRR (2021)
Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation. CVPR Workshops (2021)
Umberto Michieli, Edoardo Borsato, Luca Rossi, Pietro Zanuttigh
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild. CoRR (2020)
Teo Spadotto, Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training. ICPR (2020)
Marco Toldo, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment. CoRR (2020)
Umberto Michieli, Matteo Biasetton, Gianluca Agresti, Pietro Zanuttigh
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation. IEEE Trans. Intell. Veh. 5 (3) (2020)
Teo Spadotto, Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training. CoRR (2020)
Marco Toldo, Umberto Michieli, Pietro Zanuttigh
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings. CoRR (2020)
Marco Toldo, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh
Unsupervised domain adaptation for mobile semantic segmentation based on cycle consistency and feature alignment. Image Vis. Comput. 95 (2020)
Marco Toldo, Andrea Maracani, Umberto Michieli, Pietro Zanuttigh
Unsupervised Domain Adaptation in Semantic Segmentation: a Review. CoRR (2020)
Umberto Michieli, Edoardo Borsato, Luca Rossi, Pietro Zanuttigh
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild. ECCV (8) (2020)
Adriano Simonetto, Pietro Zanuttigh, Vincent Parret, Piergiorgio Sartor, Alexander Gatto
Semi-supervised Deep Learning Techniques for Spectrum Reconstruction. ICPR (2020)
Umberto Michieli, Matteo Biasetton, Gianluca Agresti, Pietro Zanuttigh
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation. CoRR (2019)
Gianluca Agresti, Ludovico Minto, Giulio Marin, Pietro Zanuttigh
Stereo and ToF data fusion by learning from synthetic data. Inf. Fusion 49 (2019)
Matteo Biasetton, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh
Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes. CVPR Workshops (2019)
Umberto Michieli, Pietro Zanuttigh
Incremental Learning Techniques for Semantic Segmentation. CoRR (2019)
Umberto Michieli, Maria Camporese, Andrea Agiollo, Giampaolo Pagnutti, Pietro Zanuttigh
Region Merging Driven by Deep Learning for RGB-D Segmentation and Labeling. ICDSC (2019)
Gianluca Agresti, Henrik Schäfer, Piergiorgio Sartor, Pietro Zanuttigh
Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning. CVPR (2019)
Umberto Michieli, Pietro Zanuttigh
Incremental Learning Techniques for Semantic Segmentation. ICCV Workshops (2019)
Umberto Michieli, Pietro Zanuttigh
Knowledge Distillation for Incremental Learning in Semantic Segmentation. CoRR (2019)
Matteo Biasetton, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh
Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes. CVPR Workshops (2019)
Gianluca Agresti, Pietro Zanuttigh
Deep Learning for Multi-path Error Removal in ToF Sensors. ECCV Workshops (3) (2018)
Giampaolo Pagnutti, Pietro Zanuttigh
Joint segmentation of color and depth data based on splitting and merging driven by surface fitting. Image Vis. Comput. 70 (2018)
Alvise Memo, Pietro Zanuttigh
Head-mounted gesture controlled interface for human-computer interaction. Multim. Tools Appl. 77 (1) (2018)
Gianluca Agresti, Pietro Zanuttigh
Combination of Spatially-Modulated ToF and Structured Light for MPI-Free Depth Estimation. ECCV Workshops (1) (2018)
Ludovico Minto, Pietro Zanuttigh, Giampaolo Pagnutti
Deep Learning for 3D Shape Classification based on Volumetric Density and Surface Approximation Clues. VISIGRAPP (5: VISAPP) (2018)
Giampaolo Pagnutti, Ludovico Minto, Pietro Zanuttigh
Segmentation and semantic labelling of RGBD data with convolutional neural networks and surface fitting. IET Comput. Vis. 11 (8) (2017)
Pietro Zanuttigh, Ludovico Minto
Deep learning for 3D shape classification from multiple depth maps. ICIP (2017)
Gianluca Agresti, Ludovico Minto, Giulio Marin, Pietro Zanuttigh
Deep Learning for Confidence Information in Stereo and ToF Data Fusion. ICCV Workshops (2017)
Giulio Marin, Pietro Zanuttigh, Stefano Mattoccia
Reliable Fusion of ToF and Stereo Depth Driven by Confidence Measures. ECCV (7) (2016)
Giampaolo Pagnutti, Pietro Zanuttigh
Joint Color and Depth Segmentation based on Region Merging and Surface Fitting. VISIGRAPP (4: VISAPP) (2016)
Marco Calemme, Pietro Zanuttigh, Simone Milani, Marco Cagnazzo, Béatrice Pesquet-Popescu
Depth map coding with elastic contours and 3D surface prediction. ICIP (2016)
Ludovico Minto, Giampaolo Pagnutti, Pietro Zanuttigh
Scene Segmentation Driven by Deep Learning and Surface Fitting. ECCV Workshops (3) (2016)
Enrico Cappelletto, Pietro Zanuttigh, Guido M. Cortelazzo
3D scanning of cultural heritage with consumer depth cameras. Multim. Tools Appl. 75 (7) (2016)
Giulio Marin, Fabio Dominio, Pietro Zanuttigh
Hand gesture recognition with jointly calibrated Leap Motion and depth sensor. Multim. Tools Appl. 75 (22) (2016)
Alvise Memo, Ludovico Minto, Pietro Zanuttigh
Exploiting Silhouette Descriptors and Synthetic Data for Hand Gesture Recognition. STAG (2015)
Simone Milani, Pietro Zanuttigh
Compression of photo collections using geometrical information. ICME (2015)
Ludovico Minto, Giulio Marin, Pietro Zanuttigh
3D hand shape analysis for palm and fingers identification. FG (2015)
Simone Zennaro, Matteo Munaro, Simone Milani, Pietro Zanuttigh, Andrea Bernardi, Stefano Ghidoni, Emanuele Menegatti
Performance evaluation of the 1st and 2nd generation Kinect for multimedia applications. ICME (2015)
Giampaolo Pagnutti, Pietro Zanuttigh
Scene Segmentation Based on NURBS Surface Fitting Metrics. STAG (2015)
Carlo Dal Mutto, Pietro Zanuttigh, Guido Maria Cortelazzo
Probabilistic ToF and Stereo Data Fusion Based on Mixed Pixels Measurement Models. IEEE Trans. Pattern Anal. Mach. Intell. 37 (11) (2015)
Fabio Dominio, Mauro Donadeo, Pietro Zanuttigh
Combining multiple depth-based descriptors for hand gesture recognition. Pattern Recognit. Lett. 50 (2014)
Giampaolo Pagnutti, Pietro Zanuttigh
Scene segmentation from depth and color data driven by surface fitting. ICIP (2014)
Giulio Marin, Fabio Dominio, Pietro Zanuttigh
Hand gesture recognition with leap motion and kinect devices. ICIP (2014)
Ruzena Bajcsy, Ruigang Yang, Pietro Zanuttigh, Cha Zhang
3D Imaging Techniques and Multimedia Applications [Guest editor's introduction]. IEEE Multim. 20 (1) (2013)
Giuliano Pasqualotto, Pietro Zanuttigh, Guido M. Cortelazzo
Combining color and shape descriptors for 3D model retrieval. Signal Process. Image Commun. 28 (6) (2013)
Valeria Garro, Carlo Dal Mutto, Pietro Zanuttigh, Guido M. Cortelazzo
Edge-preserving interpolation of depth data exploiting color information. Ann. des Télécommunications 68 (11-12) (2013)
Reji Mathew, David Taubman, Pietro Zanuttigh
Scalable Coding of Depth Maps With R-D Optimized Embedding. IEEE Trans. Image Process. 22 (5) (2013)
Fabio Dominio, Mauro Donadeo, Giulio Marin, Pietro Zanuttigh, Guido Maria Cortelazzo
Hand gesture recognition with depth data. ARTEMIS@ACM Multimedia (2013)
Enrico Cappelletto, Pietro Zanuttigh, Guido Maria Cortelazzo
Handheld scanning with 3D cameras. MMSP (2013)
Andrea Bardella, Matteo Danieletto, Emanuele Menegatti, Andrea Zanella, Alberto Pretto, Pietro Zanuttigh
Autonomous robot exploration in smart environments exploiting wireless sensors and visual features. Ann. des Télécommunications 67 (7-8) (2012)
Reji Mathew, David Taubman, Pietro Zanuttigh
Scalable depth maps with R-D optimized embedding. MMSP (2012)
Carlo Dal Mutto, Pietro Zanuttigh, Guido M. Cortelazzo
Fusion of Geometry and Color Information for Scene Segmentation. IEEE J. Sel. Top. Signal Process. 6 (5) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pietro Zanuttigh