Diego Valsesia

CoRR, 2024

Onboard deep lossless and near-lossless predictive coding of hyperspectral images with line-based attention.

[BibT_eX]

[DOI]

Tiziano Bianchi

CoRR, 2024

Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow.

[BibT_eX]

[DOI]

Luca Savant Aira

Andrea Mirabile

CoRR, 2024

2023

RAN-GNNs: Breaking the Capacity Limits of Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Fast Inference in Denoising Diffusion Models via MMD Finetuning.

[BibT_eX]

[DOI]

Emanuele Aiello

CoRR, 2023

On the Use of Machine Learning Algorithms to Improve GNSS Products.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Towards Unsupervised Multi-Temporal Satellite Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Proba-V Multi-Temporal Super-Resolution Guided by Sentinel-2.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Diffraction Efficiency-Aware Reconstruction for Compressive Sensing in the Mid-Infrared.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Towards Hyperbolic Regularizers For Point Cloud Part Segmentation.

[BibT_eX]

[DOI]

Antonio Montanaro

Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Permutation Invariance and Uncertainty in Multitemporal Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Speckle2Void: Deep Self-Supervised SAR Despeckling With Blind-Spot Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Semi-Supervised Learning for Joint SAR and Multispectral Land Cover Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Rethinking the compositionality of point clouds through regularization in the hyperbolic space.

[BibT_eX]

[DOI]

Antonio Montanaro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cross-modal Learning for Image-Guided Point Cloud Shape Completion.

[BibT_eX]

[DOI]

Emanuele Aiello

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Super-Resolved Multi-Temporal Segmentation with Deep Permutation-Invariant Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Exploring the Solution Space of Linear Inverse Problems with GAN Latent Geometry.

[BibT_eX]

[DOI]

Antonio Montanaro

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Signal Compression via Neural Implicit Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Learning Localized Representations of Point Clouds With Graph-Convolutional Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Learning Robust Graph-Convolutional Representations for Point Cloud Denoising.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Self-supervised learning for joint SAR and multispectral land cover classification.

[BibT_eX]

[DOI]

CoRR, 2021

Spatial Light Modulator-Based Architecture to Implement a Super-Resolved Compressive Instrument for Earth Observation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Multiframe Enhancement for Motion Prediction in Video Compression.

[BibT_eX]

[DOI]

Nicola Prette

Tiziano Bianchi

Proceedings of the 28th IEEE International Conference on Electronics, 2021

Denoise and Contrast for Category Agnostic Shape Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Deep Graph-Convolutional Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Deep learning methods for SAR image despeckling: trends and perspectives.

[BibT_eX]

[DOI]

CoRR, 2020

NIR image colorization with graph-convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Detection of Solar Coronal Mass Ejections from Raw Images with Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Towards Deep Unsupervised Sar Despeckling with Blind-Spot Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deepsum++: Non-Local Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Point Cloud Normal Estimation with Graph-Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Learning Graph-Convolutional Representations for Point Cloud Denoising.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Sampling of Graph Signals via Randomized Local Aggregations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

High-Throughput Onboard Hyperspectral Image Compression With Ground-Based CNN Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Analysis of SparseHash: An efficient embedding of set-similarity via sparse projections.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

ToothPic: Camera-Based Image Retrieval on Large Scales.

[BibT_eX]

[DOI]

IEEE Multim., 2019

Deep Learning For Super-Resolution Of Unregistered Multi-Temporal Satellite Images.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Learning Localized Generative Models for 3D Point Clouds via Graph Convolution.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Image Denoising with Graph-Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2017

User Authentication via PRNU-Based Physical Unclonable Functions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2017

Binary Adaptive Embeddings From Order Statistics of Random Projections.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Fast and Lightweight Rate Control for Onboard Predictive Coding of Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

2016

Imaging using random projections: compression, communication, camera identification.

[BibT_eX]

[DOI]

PhD thesis, 2016

Multispectral image compression using universal vector quantization.

[BibT_eX]

[DOI]

Petros T. Boufounos

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

SparseHash: Embedding Jaccard coefficient between supports of signals.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Toothpic: Who took this picture?

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Universal encoding of multispectral images.

[BibT_eX]

[DOI]

Petros T. Boufounos

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Large-Scale Image Retrieval Based on Compressed Camera Identification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Graded Quantization for Multiple Description Coding of Compressive Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Image retrieval based on compressed camera sensor fingerprints.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Scale-robust compressive camera fingerprint matching with random projections.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

A Novel Rate Control Algorithm for Onboard Predictive Coding of Multispectral and Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A hardware-friendly architecture for onboard rate-controlled predictive coding of hyperspectral and multispectral images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Compressive signal processing with circulant sensing matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Spatially scalable compressed image sensing with hybrid transform and inter-layer prediction model.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Smoothness-constrained image recovery from block-based random projections.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Graded quantization: Democracy for multiple descriptions in compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Joint recovery algorithms using difference of innovations for distributed compressed sensing.

[BibT_eX]

[DOI]