Pier Luigi Dragotti

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 121

Top Venues

ICASSP

CoRR

EUSIPCO

IEEE Trans. Image Process.

Publications

Siying Liu, Pier Luigi Dragotti
Enhanced Event-Based Video Reconstruction with Motion Compensation. CoRR (2024)
Jiakang Chen, Di You, Deniz Gündüz, Pier Luigi Dragotti
CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. ICASSP (2024)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging. IEEE Trans. Image Process. 33 (2024)
Jun-Jie Huang, Tianrui Liu, Jingyuan Xia, Meng Wang, Pier Luigi Dragotti
DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior. ICASSP (2024)
Di You, Andreas Floros, Pier Luigi Dragotti
INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems. MMSP (2023)
Su Yan, Herman Verinaz-Jadan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings. ICASSP (2023)
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Active Privacy-Utility Trade-Off Against Inference in Time-Series Data Sharing. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Su Yan, Junjie Huang, Herman Verinaz-Jadan, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
A Fast Automatic Method for Deconvoluting Macro X-Ray Fluorescence Data Collected From Easel Paintings. IEEE Trans. Computational Imaging 9 (2023)
Jiakang Chen, Di You, Deniz Gündüz, Pier Luigi Dragotti
CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. CoRR (2023)
Vincent C. H. Leung, Junjie Huang, Yonina C. Eldar, Pier Luigi Dragotti
Learning-Based Reconstruction of FRI Signals. IEEE Trans. Signal Process. 71 (2023)
Siying Liu, Pier Luigi Dragotti
Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Renke Wang, Thierry Blu, Pier Luigi Dragotti
Reconstruction of Images with Finite Rate of Innovation from Noisy Tomographic Projections. EUSIPCO (2023)
Renke Wang, Pier Luigi Dragotti
Perfect Reconstruction of Classes of 3D Non-Bandlimited Signals from Tomographic Projections at Unknown Angles. EUSIPCO (2023)
Ecenaz Erdemir, Tze-Yang Tung, Pier Luigi Dragotti, Deniz Gündüz
Generative Joint Source-Channel Coding for Semantic Image Transmission. IEEE J. Sel. Areas Commun. 41 (8) (2023)
Marek Hilton, Pier Luigi Dragotti
Sparse Asynchronous Samples from Networks of Tems for Reconstruction of Classes of Non-Bandlimited Signals. ICASSP (2023)
Di You, Andreas Floros, Pier Luigi Dragotti
INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems. CoRR (2023)
Wei Pu, Junjie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Ingrid Daubechies, Pier Luigi Dragotti, Miguel R. D. Rodrigues
Mixed X-Ray Image Separation for Artworks With Concealed Designs. IEEE Trans. Image Process. 31 (2022)
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing. CoRR (2022)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy. IEEE Trans. Computational Imaging 8 (2022)
Renke Wang, Roxana Alexandru, Pier Luigi Dragotti
Perfect Reconstruction of Classes of Non-Bandlimited Signals from Projections with Unknown Angles. ICASSP (2022)
Siying Liu, Roxana Alexandru, Pier Luigi Dragotti
Convolutional ISTA Network with Temporal Consistency Constraints for Video Reconstruction from Event Cameras. ICASSP (2022)
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-Aware Communication over a Wiretap Channel with Generative Networks. ICASSP (2022)
Fangyuan Gao, Xin Deng, Mai Xu, Jingyi Xu, Pier Luigi Dragotti
Multi-Modal Convolutional Dictionary Learning. IEEE Trans. Image Process. 31 (2022)
Ecenaz Erdemir, Tze-Yang Tung, Pier Luigi Dragotti, Deniz Gündüz
Generative Joint Source-Channel Coding for Semantic Image Transmission. CoRR (2022)
Junjie Huang, Pier Luigi Dragotti
WINNet: Wavelet-Inspired Invertible Network for Image Denoising. IEEE Trans. Image Process. 31 (2022)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches. IEEE Signal Process. Mag. 39 (2) (2022)
Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Ge Wang, Daniel Rueckert, David N. Firmin, Guang Yang
AI-Based Reconstruction for Fast MRI - A Systematic Review and Meta-Analysis. Proc. IEEE 110 (2) (2022)
Wei Pu, Jun-Jie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Ingrid Daubechies, Pier Luigi Dragotti, Miguel Rodigues
Mixed X-Ray Image Separation for Artworks with Concealed Designs. CoRR (2022)
Renke Wang, Jun-Jie Huang, Pier Luigi Dragotti
FRISPEE: FRI-Based Single Image Super-Resolution with Deep Recursive Residual Network. EUSIPCO (2022)
Wei Pu, Junjie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti, Ingrid Daubechies, Miguel R. D. Rodrigues
A Learning Based Approach to Separate Mixed X-Ray Images Associated with Artwork with Concealed Designs. EUSIPCO (2021)
Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng, Lisong Dai, Xiangyang Xu, Tianyi Li, Yichen Guo, Zulin Wang, Pier Luigi Dragotti
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. IEEE Trans. Medical Imaging 40 (9) (2021)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
Deep Learning For Light Field Microscopy Using Physics-Based Models. ISBI (2021)
Jun-Jie Huang, Pier Luigi Dragotti
LINN: Lifting Inspired Invertible Neural Network for Image Denoising. CoRR (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
Model-Inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. ICASSP (2021)
Qi Yu, Jun-Jie Huang, Jubo Zhu, Wei Dai, Pier Luigi Dragotti
Deep phase retrieval: Analyzing over-parameterization in phase retrieval. Signal Process. 180 (2021)
Jingyi Xu, Xin Deng, Mai Xu, Pier Luigi Dragotti
CU-Net+: Deep Fully Interpretable Network for Multi-Modal Image Restoration. ICIP (2021)
Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti
Localising Diffusion Sources from Samples Taken Along Unknown Parametric Trajectories. EUSIPCO (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Light-Field Microscopy for optical imaging of neuronal activity: when model-based methods meet data-driven approaches. CoRR (2021)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Roxana Alexandru, Pier Luigi Dragotti
Time encoding and decoding of multidimensional signals with finite rate of innovation. ACSCC (2021)
Su Yan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data. IEEE Trans. Computational Imaging 7 (2021)
Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Gerald Wang, Daniel Rueckert, David N. Firmin, Guang Yang
AI-based Reconstruction for Fast MRI - A Systematic Review and Meta-analysis. CoRR (2021)
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-Aware Communication Over the Wiretap Channel with Generative Networks. CoRR (2021)
Jun-Jie Huang, Pier Luigi Dragotti
LINN: Lifting Inspired Invertible Neural Network for Image Denoising. EUSIPCO (2021)
Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti
Diffusion SLAM: Localizing Diffusion Sources From Samples Taken by Location-Unaware Mobile Sensors. IEEE Trans. Signal Process. 69 (2021)
Xin Deng, Pier Luigi Dragotti
Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary. CoRR (2021)
Vincent C. H. Leung, Jun-Jie Huang, Yonina C. Eldar, Pier Luigi Dragotti
Reconstruction of FRI Signals using Autoencoders with Fixed Decoders. EUSIPCO (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. CoRR (2021)
Marek Hilton, Roxana Alexandru, Pier Luigi Dragotti
Guaranteed Reconstruction from Integrate-and-Fire Neurons with Alpha Synaptic Activation. ICASSP (2021)
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Active Privacy-Utility Trade-Off Against A Hypothesis Testing Adversary. ICASSP (2021)
Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti
D-SLAM: Diffusion Source Localization and Trajectory Mapping. ICASSP (2020)
Xin Deng, Pier Luigi Dragotti
Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution. IEEE Trans. Image Process. 29 (2020)
Marek Hilton, Roxana Alexandru, Pier Luigi Dragotti
Time Encoding Using the Hyperbolic Secant Kernel. EUSIPCO (2020)
Jun-Jie Huang, Pier Luigi Dragotti
Learning Deep Analysis Dictionaries - Part II: Convolutional Dictionaries. CoRR (2020)
Su Yan, Jun-Jie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
Revealing Hidden Drawings in Leonardo's 'the Virgin of the Rocks' from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation. ICASSP (2020)
Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues
Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries. IEEE Trans. Computational Imaging 6 (2020)
Xin Deng, Pingfan Song, Miguel R. D. Rodrigues, Pier Luigi Dragotti
RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning. IEEE Trans. Circuits Syst. Video Technol. 30 (8) (2020)
Vincent C. H. Leung, Jun-Jie Huang, Pier Luigi Dragotti
Reconstruction of Fri Signals Using Deep Neural Network Approaches. ICASSP (2020)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning. CoRR (2020)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images. IEEE Trans. Computational Imaging 6 (2020)
Jun-Jie Huang, Pier Luigi Dragotti
Learning Deep Analysis Dictionaries for Image Super-Resolution. IEEE Trans. Signal Process. 68 (2020)
Jun-Jie Huang, Pier Luigi Dragotti
Learning Deep Analysis Dictionaries - Part I: Unstructured Dictionaries. CoRR (2020)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Volume Reconstruction for Light Field Microscopy. ICASSP (2020)
Roxana Alexandru, Pier Luigi Dragotti
Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information. IEEE Trans. Signal Process. 68 (2020)
Roxana Alexandru, Nguyen T. Thao, Dominik Rzepka, Pier Luigi Dragotti
Sampling Classes of Non-Bandlimited Signals Using Integrate-and-Fire Devices: Average Case Analysis. ICASSP (2020)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-Aware Location Sharing with Deep Reinforcement Learning. WIFS (2019)
Roxana Alexandru, Pier Luigi Dragotti
Time-based Sampling and Reconstruction of Non-bandlimited Signals. ICASSP (2019)
Michael Lawson, Mike Brookes, Pier Luigi Dragotti
Scene Estimation From a Swiped Image. IEEE Trans. Computational Imaging 5 (4) (2019)
Jun-Jie Huang, Pier Luigi Dragotti
A Deep Dictionary Model to Preserve and Disentangle Key Features in a Signal. ICASSP (2019)
Xin Deng, Pier Luigi Dragotti
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. CoRR (2019)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-cost Trade-off in a Smart Meter System with a Renewable Energy Source and a Rechargeable Battery. ICASSP (2019)
Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution. CoRR (2019)
Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution. ICCV (2019)
Xin Deng, Pier Luigi Dragotti
Coupled Ista Network for Multi-modal Image Super-resolution. ICASSP (2019)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-Aware Location Sharing with Deep Reinforcement Learning. CoRR (2019)
Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gündüz
Privacy-cost trade-off in a smart meter system with a renewable energy source and a rechargeable battery. CoRR (2019)
Jun-Jie Huang, Pier Luigi Dragotti
A Deep Dictionary Model for Image Super-Resolution. ICASSP (2018)
Ivan Markovsky, Pier Luigi Dragotti
Using Hankel Structured Low-Rank Approximation for Sparse Signal Recovery. LVA/ICA (2018)
Guang Yang, Simiao Yu, Hao Dong, Gregory G. Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon R. Arridge, Jennifer Keegan, Yike Guo, David N. Firmin
DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. IEEE Trans. Medical Imaging 37 (6) (2018)
Roxana Alexandru, Pier Luigi Dragotti
Rumour Source Detection in Social Networks using Partial Observations. GlobalSIP (2018)
Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti
U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression. ICASSP (2018)
Roxana Alexandru, Pranav Malhotra, Stephanie Reynolds, Pier Luigi Dragotti
Estimating the Topology of Neural Networks from Distributed Observations. EUSIPCO (2018)
Pier Luigi Dragotti
Editorial A Brief Message From the New Editor-in-Chief. IEEE Trans. Signal Process. 66 (8) (2018)
Yue M. Lu, Jon Onativia, Pier Luigi Dragotti
Sparse Representation in Fourier and Local Bases Using ProSparse: A Probabilistic Analysis. IEEE Trans. Inf. Theory 64 (4) (2018)
Stephanie Reynolds, Therese Abrahamsson, Per Jesper Sjöström, Simon R. Schultz, Pier Luigi Dragotti
CosMIC: A Consistent Metric for Spike Inference from Calcium Imaging. Neural Comput. 30 (10) (2018)
Jun-Jie Huang, Pier Luigi Dragotti
Photo Realistic Image Completion via Dense Correspondence. IEEE Trans. Image Process. 27 (11) (2018)
Jun-Jie Huang, Pier Luigi Dragotti
ProSparse extension: Prony's based sparse pattern recovery with extended dictionaries. ICASSP (2017)
John Murray-Bruce, Pier Luigi Dragotti
A Universal Sampling Framework for Solving Physics-driven Inverse Source Problems. CoRR (2017)
John Murray-Bruce, Pier Luigi Dragotti
Solving Inverse Source Problems for Sources with Arbitrary Shapes using Sensor Networks. ESANN (2017)
Michael Lawson, Mike Brookes, Pier Luigi Dragotti
Identifying a multiple plane plenoptic function from a swiped image. ICASSP (2017)
Pascal Frossard, Pier Luigi Dragotti, Antonio Ortega, Michael G. Rabbat, Alejandro Ribeiro
Cooperative Special Issue on Graph Signal Processing in the IEEE Journal of Selected Topics in Signal Processing and the IEEE Transactions on Signal and Information Processing Over Networks. IEEE Trans. Signal Inf. Process. over Networks 3 (3) (2017)
Xiaoyao Wei, Pier Luigi Dragotti
Model order selection for sampling FRI signals. ICASSP (2017)
John Murray-Bruce, Pier Luigi Dragotti
A Sampling Framework for Solving Physics-Driven Inverse Source Problems. IEEE Trans. Signal Process. 65 (24) (2017)
Pascal Frossard, Pier Luigi Dragotti, Antonio Ortega, Michael G. Rabbat, Alejandro Ribeiro
Introduction to the IEEE Journal on Selected Topics in Signal Processing and IEEE Transactions on Signal and Information Processing Over Networks Joint Special Issue on Graph Signal Processing. IEEE J. Sel. Top. Signal Process. 11 (6) (2017)
Jun-Jie Huang, Tian-Rui Liu, Pier Luigi Dragotti, Tania Stathaki
SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests. CVPR Workshops (2017)
Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues
Multimodal Image Super-Resolution via Joint Sparse Representations induced by Coupled Dictionaries. CoRR (2017)
Simiao Yu, Hao Dong, Guang Yang, Greg G. Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon R. Arridge, Jennifer Keegan, David N. Firmin, Yike Guo
Deep De-Aliasing for Fast Compressive Sensing MRI. CoRR (2017)
Jon Onativia, Yue M. Lu, Pier Luigi Dragotti
Prosparse denoise: Prony's based sparse pattern recovery in the presence of noise. ICASSP (2016)
Xiaoyao Wei, Pier Luigi Dragotti
FRESH - FRI-Based Single-Image Super-Resolution Algorithm. IEEE Trans. Image Process. 25 (8) (2016)

Pier Luigi Dragotti.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Pier Luigi Dragotti