Pietro Zanuttigh

Orcid: 0000-0002-9502-2389

Affiliations:
  • University of Padua, Italy


According to our database1, Pietro Zanuttigh authored at least 98 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning With Style: Continual Semantic Segmentation Across Tasks and Domains.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

End-to-end learning for joint depth and image reconstruction from diffracted rotation.
Vis. Comput., September, 2024

Road scenes segmentation across different domains by disentangling latent representations.
Vis. Comput., February, 2024

Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement.
IEEE Trans. Computational Imaging, 2024

Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation.
CoRR, 2024

Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection.
CoRR, 2024

NIGHT - Non-Line-of-Sight Imaging from Indirect Time of Flight Data.
CoRR, 2024

When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather.
CoRR, 2024

Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation.
Proceedings of the 15th ACM Multimedia Systems Conference, 2024

ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

HoloADMM: High-Quality Holographic Complex Field Recovery.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints.
IEEE Trans. Intell. Transp. Syst., 2023

RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation.
CoRR, 2023

Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network.
CoRR, 2023

Federated Learning in Computer Vision.
IEEE Access, 2023

Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

SynDrone - Multi-modal UAV Dataset for Urban Scenarios.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-based Segmentation Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

Asynchronous Federated Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Exploiting Multiple Priors for Neural 3D Indoor Reconstruction.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Lightweight Deep Learning Architecture for MPI Correction and Transient Reconstruction.
IEEE Trans. Computational Imaging, 2022

Unsupervised Domain Adaptation of Deep Networks for ToF Depth Refinement.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Reframing control methods for parameters optimization in adversarial image generation.
Neural Networks, 2022

Continual coarse-to-fine domain adaptation in semantic segmentation.
Image Vis. Comput., 2022

Edge-Aware Graph Matching Network for Part-Based Semantic Segmentation.
Int. J. Comput. Vis., 2022

Unsupervised Network Anomaly Detection by Learning on 2D Data Representations.
Proceedings of the 9th Swiss Conference on Data Science, 2022

A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Joint Reconstruction and Super Resolution of Hyper-Spectral CTIS Images.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Deep Learning for Transient Image Reconstruction from ToF Data.
Sensors, 2021

Knowledge distillation for incremental learning in semantic segmentation.
Comput. Vis. Image Underst., 2021

Adapting Segmentation Networks to New Domains by Disentangling Latent Representations.
CoRR, 2021

Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

RECALL: Replay-based Continual Learning in Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation.
IEEE Trans. Intell. Veh., 2020

Unsupervised domain adaptation for mobile semantic segmentation based on cycle consistency and feature alignment.
Image Vis. Comput., 2020

Unsupervised Domain Adaptation in Semantic Segmentation: a Review.
CoRR, 2020

Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Semi-supervised Deep Learning Techniques for Spectrum Reconstruction.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Stereo and ToF data fusion by learning from synthetic data.
Inf. Fusion, 2019

Region Merging Driven by Deep Learning for RGB-D Segmentation and Labeling.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

Incremental Learning Techniques for Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Head-mounted gesture controlled interface for human-computer interaction.
Multim. Tools Appl., 2018

Joint segmentation of color and depth data based on splitting and merging driven by surface fitting.
Image Vis. Comput., 2018

Deep Learning for 3D Shape Classification based on Volumetric Density and Surface Approximation Clues.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Deep Learning for Multi-path Error Removal in ToF Sensors.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Combination of Spatially-Modulated ToF and Structured Light for MPI-Free Depth Estimation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Segmentation and semantic labelling of RGBD data with convolutional neural networks and surface fitting.
IET Comput. Vis., 2017

Deep learning for 3D shape classification from multiple depth maps.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Learning for Confidence Information in Stereo and ToF Data Fusion.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Hand gesture recognition with jointly calibrated Leap Motion and depth sensor.
Multim. Tools Appl., 2016

3D scanning of cultural heritage with consumer depth cameras.
Multim. Tools Appl., 2016

Joint Color and Depth Segmentation based on Region Merging and Surface Fitting.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Depth map coding with elastic contours and 3D surface prediction.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Scene Segmentation Driven by Deep Learning and Surface Fitting.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Reliable Fusion of ToF and Stereo Depth Driven by Confidence Measures.
Proceedings of the Computer Vision - ECCV 2016, 2016

Time-of-Flight and Structured Light Depth Cameras - Technology and Applications
Springer, ISBN: 978-3-319-30973-6, 2016

2015
Probabilistic ToF and Stereo Data Fusion Based on Mixed Pixels Measurement Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Performance evaluation of the 1st and 2nd generation Kinect for multimedia applications.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Compression of photo collections using geometrical information.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

3D hand shape analysis for palm and fingers identification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Scene Segmentation Based on NURBS Surface Fitting Metrics.
Proceedings of the Italian Chapter Conference 2015, 2015

Exploiting Silhouette Descriptors and Synthetic Data for Hand Gesture Recognition.
Proceedings of the Italian Chapter Conference 2015, 2015

2014
Combining multiple depth-based descriptors for hand gesture recognition.
Pattern Recognit. Lett., 2014

Scene segmentation from depth and color data driven by surface fitting.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Hand gesture recognition with leap motion and kinect devices.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Scalable Coding of Depth Maps With R-D Optimized Embedding.
IEEE Trans. Image Process., 2013

Combining color and shape descriptors for 3D model retrieval.
Signal Process. Image Commun., 2013

3D Imaging Techniques and Multimedia Applications [Guest editor's introduction].
IEEE Multim., 2013

Edge-preserving interpolation of depth data exploiting color information.
Ann. des Télécommunications, 2013

Handheld scanning with 3D cameras.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Hand gesture recognition with depth data.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

2012
Time-of-Flight Cameras and Microsoft Kinect™
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-3807-6, 2012

Fusion of Geometry and Color Information for Scene Segmentation.
IEEE J. Sel. Top. Signal Process., 2012

Autonomous robot exploration in smart environments exploiting wireless sensors and visual features.
Ann. des Télécommunications, 2012

Scalable depth maps with R-D optimized embedding.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Pairwise similarities for scene segmentation combining color and depth data.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Locally Consistent ToF and Stereo Data Fusion.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Highly Scalable Coding of Depth Maps with Arc Breakpoints.
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

2011
Efficient depth map compression exploiting segmented color data.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Scene Segmentation Assisted by Stereo Vision.
Proceedings of the International Conference on 3D Imaging, 2011

2010
A novel multi-view image coding scheme based on view-warping and 3D-DCT.
J. Vis. Commun. Image Represent., 2010

Transmission of 3D Scenes over Lossy Channels.
Int. J. Digit. Multim. Broadcast., 2010

Advances in 3DTV: Theory and Practice.
Int. J. Digit. Multim. Broadcast., 2010

Discovery, Localization and Recognition of Smart Objects by a Mobile Robot.
Proceedings of the Simulation, Modeling, and Programming for Autonomous Robots, 2010

2009
Recognition of Smart Objects by a Mobile Robot using SIFT-based Image Recognition and Wireless Communication.
Proceedings of the 4th European Conference on Mobile Robots, 2009

2008
Analysis of compressed depth and image streaming on unreliable networks.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques.
Proceedings of the Eurographics Italian Chapter Conference 2008, Salerno, Italy, 2008, 2008

2006
A novel framework for the interactive transmission of 3D scenes.
Signal Process. Image Commun., 2006

Server Policies For Interactive Transmission Of 3D Scenes.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Distortion-Sensitive Synthesis of Texture and Geometry in Interactive 3D Visualization.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Greedy non-linear approximation of the plenoptic function for interactive transmission of 3D scenes.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Content-based retrieval of 3D models based on multiple aspects.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004


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