Pier Luigi Dragotti
Orcid: 0000-0002-6073-2807Affiliations:
- Imperial College London, UK
According to our database1,
Pier Luigi Dragotti
authored at least 214 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2017, "For contributions to sparse signal representation and sampling theory".
Timeline
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Online presence:
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Bibliography
2024
IEEE Trans. Image Process., 2024
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models.
Proceedings of the IEEE International Conference on Acoustics, 2024
Fast and Direct Angle Inference Using Masked Projection Modelling in 2D Tomography with Unknown Views.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
IEEE J. Sel. Areas Commun., August, 2023
A Fast Automatic Method for Deconvoluting Macro X-Ray Fluorescence Data Collected From Easel Paintings.
IEEE Trans. Computational Imaging, 2023
IEEE J. Sel. Areas Inf. Theory, 2023
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023
Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings.
Proceedings of the IEEE International Conference on Acoustics, 2023
Sparse Asynchronous Samples from Networks of Tems for Reconstruction of Classes of Non-Bandlimited Signals.
Proceedings of the IEEE International Conference on Acoustics, 2023
Perfect Reconstruction of Classes of 3D Non-Bandlimited Signals from Tomographic Projections at Unknown Angles.
Proceedings of the 31st European Signal Processing Conference, 2023
Reconstruction of Images with Finite Rate of Innovation from Noisy Tomographic Projections.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
IEEE Trans. Image Process., 2022
IEEE Trans. Image Process., 2022
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy.
IEEE Trans. Computational Imaging, 2022
Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches.
IEEE Signal Process. Mag., 2022
Proc. IEEE, 2022
Perfect Reconstruction of Classes of Non-Bandlimited Signals from Projections with Unknown Angles.
Proceedings of the IEEE International Conference on Acoustics, 2022
Convolutional ISTA Network with Temporal Consistency Constraints for Video Reconstruction from Event Cameras.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
FRISPEE: FRI-Based Single Image Super-Resolution with Deep Recursive Residual Network.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Diffusion SLAM: Localizing Diffusion Sources From Samples Taken by Location-Unaware Mobile Sensors.
IEEE Trans. Signal Process., 2021
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Inf. Forensics Secur., 2021
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data.
IEEE Trans. Computational Imaging, 2021
Signal Process., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
CoRR, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Model-Inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization.
Proceedings of the IEEE International Conference on Acoustics, 2021
Guaranteed Reconstruction from Integrate-and-Fire Neurons with Alpha Synaptic Activation.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
A Learning Based Approach to Separate Mixed X-Ray Images Associated with Artwork with Concealed Designs.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Localising Diffusion Sources from Samples Taken Along Unknown Parametric Trajectories.
Proceedings of the 29th European Signal Processing Conference, 2021
Time encoding and decoding of multidimensional signals with finite rate of innovation.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Image Process., 2020
RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020
3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images.
IEEE Trans. Computational Imaging, 2020
Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries.
IEEE Trans. Computational Imaging, 2020
CoRR, 2020
Revealing Hidden Drawings in Leonardo's 'the Virgin of the Rocks' from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Sampling Classes of Non-Bandlimited Signals Using Integrate-and-Fire Devices: Average Case Analysis.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Privacy-cost Trade-off in a Smart Meter System with a Renewable Energy Source and a Rechargeable Battery.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Trans. Signal Process., 2018
DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction.
IEEE Trans. Medical Imaging, 2018
Sparse Representation in Fourier and Local Bases Using ProSparse: A Probabilistic Analysis.
IEEE Trans. Inf. Theory, 2018
IEEE Trans. Image Process., 2018
Neural Comput., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE Trans. Signal Process., 2017
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, 2017
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., 2017
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
ProSparse extension: Prony's based sparse pattern recovery with extended dictionaries.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Solving Inverse Source Problems for Sources with Arbitrary Shapes using Sensor Networks.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
IEEE Trans. Image Process., 2016
Physics-driven quantized consensus for distributed diffusion source estimation using sensor networks.
EURASIP J. Adv. Signal Process., 2016
CoRR, 2016
Sampling and Reconstruction of Sparse Signals on Circulant Graphs - An Introduction to Graph-FRI.
CoRR, 2016
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Estimating Localized Sources of Diffusion Fields Using Spatiotemporal Sensor Measurements.
IEEE Trans. Signal Process., 2015
An Image Recapture Detection Algorithm Based on Learning Dictionaries of Edge Profiles.
IEEE Trans. Inf. Forensics Secur., 2015
IEEE Signal Process. Lett., 2015
A Novel Semantics and Feature Preserving Perspective for Content Aware Image Retargeting.
CoRR, 2015
Biol. Cybern., 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Consensus for the distributed estimation of point diffusion sources in sensor networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
IEEE Trans. Image Process., 2014
Robust image recapture detection using a K-SVD learning approach to train dictionaries of edge profiles.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Tilted layer-based modeling for enhanced light-field processing and image based rendering.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
The modulated E-spline with multiple subbands and its application to sampling wavelet-sparse signals.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Spatio-temporal sampling and reconstruction of diffusion fields induced by point sources.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
ACcurate image registration using approximate Strang-Fix and an application in super-resolution.
Proceedings of the 22nd European Signal Processing Conference, 2014
Reconstructing diffusion fields sampled with a network of arbitrarily distributed sensors.
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Trans. Image Process., 2013
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Reverse engineering of signal acquisition chains using the theory of sampling signals with finite rate of innovation.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
An investigation into aliasing in images recaptured from an LCD monitor using a digital camera.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 2013 Data Compression Conference, 2013
Proceedings of the Emerging Technologies for 3D Video: Creation, 2013
2012
IEEE Trans. Image Process., 2012
EURASIP J. Adv. Signal Process., 2012
CoRR, 2012
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012
Line-edge extraction based on E-spline acquisition model and a fast optimization algorithm.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the Compressed Sensing, 2012
2011
Centralized and Distributed Semiparametric Compression of Piecewise Smooth Functions.
IEEE Trans. Signal Process., 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Signal Process. Lett., 2010
Proceedings of the International Conference on Image Processing, 2010
A closed-form expression for the bandwidth of the plenoptic function under finite field of view constraints.
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Geometry-Driven Distributed Compression of the Plenoptic Function: Performance Bounds and Constructive Algorithms.
IEEE Trans. Image Process., 2009
Exact Feature Extraction Using Finite Rate of Innovation Principles With an Application to Image Super-Resolution.
IEEE Trans. Image Process., 2009
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the Multi-Camera Networks, 2009
Academic Press, ISBN: 978-0-12-374485-2, 2009
2008
Proceedings of the International Conference on Image Processing, 2008
2007
IEEE Trans. Signal Process., 2007
Sampling Moments and Reconstructing Signals of Finite Rate of Innovation: Shannon Meets Strang-Fix.
IEEE Trans. Signal Process., 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the British Machine Vision Conference 2007, 2007
2006
IEEE Trans. Image Process., 2006
IEEE Signal Process. Mag., 2006
Segmentation of Epipolar-Plane Image Volumes with Occlusion and Disocclusion Competition.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Tomographic Approach for Sampling Multidimensional Signals with Finite Rate of Innovation.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Distributed Acquisition and Image Super-Resolution Based on Continuous Moments from Samples.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Distributed Sampling and Compression of Scenes with Finite Rate of Innovation in Camera Sensor Networks.
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006
2005
Rate-distortion optimized tree-structured compression algorithms for piecewise polynomial images.
IEEE Trans. Image Process., 2005
Symmetric and asymmetric Slepian-Wolf codes with systematic and nonsystematic linear codes.
IEEE Commun. Lett., 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Sampling schemes for 2-D signals with finite rate of innovation using kernels that reproduce polynomials.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Exact sampling results for signals with finite rate of innovation using Strang-Fix conditions and local kernels.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
IEEE Trans. Signal Process., 2003
Discrete directional wavelet bases for image compression.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Distributed signal processing and communications: on the interaction of sources and channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003
2002
IEEE Trans. Inf. Theory, 2002
Proceedings of the 2002 IEEE Information Theory Workshop, 2002
Improved quadtree algorithm based on joint coding for piecewise smooth image compression.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the Data Compression Conference, 2001
2000
IEEE Trans. Geosci. Remote. Sens., 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the Data Compression Conference, 2000
1998
Proceedings of the 9th European Signal Processing Conference, 1998