| 2025 | ICML | LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression. | Haotian Wu, Gongpu Chen, Pier Luigi Dragotti, Deniz Gndz |
| 2024 | ICASSP | CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. | Jiakang Chen, Di You, Deniz Gndz, Pier Luigi Dragotti |
| 2024 | ICASSP | DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior. | Jun-Jie Huang, Tianrui Liu, Jingyuan Xia, Meng Wang, Pier Luigi Dragotti |
| 2023 | ICASSP | Sparse Asynchronous Samples from Networks of Tems for Reconstruction of Classes of Non-Bandlimited Signals. | Marek Hilton, Pier Luigi Dragotti |
| 2023 | ICASSP | Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings. | Su Yan, Herman Verinaz-Jadan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti |
| 2023 | MMSP | INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems. | Di You, Andreas Floros, Pier Luigi Dragotti |
| 2022 | ICASSP | Privacy-Aware Communication over a Wiretap Channel with Generative Networks. | Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gndz |
| 2022 | ICASSP | Convolutional ISTA Network with Temporal Consistency Constraints for Video Reconstruction from Event Cameras. | Siying Liu, Roxana Alexandru, Pier Luigi Dragotti |
| 2022 | ICASSP | Perfect Reconstruction of Classes of Non-Bandlimited Signals from Projections with Unknown Angles. | Renke Wang, Roxana Alexandru, Pier Luigi Dragotti |
| 2021 | ACSSC | Time encoding and decoding of multidimensional signals with finite rate of innovation. | Roxana Alexandru, Pier Luigi Dragotti |
| 2021 | ICASSP | Active Privacy-Utility Trade-Off Against A Hypothesis Testing Adversary. | Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gndz |
| 2021 | ICASSP | Guaranteed Reconstruction from Integrate-and-Fire Neurons with Alpha Synaptic Activation. | Marek Hilton, Roxana Alexandru, Pier Luigi Dragotti |
| 2021 | ICASSP | Model-Inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. | Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti |
| 2021 | ICIP | CU-Net+: Deep Fully Interpretable Network for Multi-Modal Image Restoration. | Jingyi Xu, Xin Deng, Mai Xu, Pier Luigi Dragotti |
| 2020 | ICASSP | D-SLAM: Diffusion Source Localization and Trajectory Mapping. | Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti |
| 2020 | ICASSP | Sampling Classes of Non-Bandlimited Signals Using Integrate-and-Fire Devices: Average Case Analysis. | Roxana Alexandru, Nguyen T. Thao, Dominik Rzepka, Pier Luigi Dragotti |
| 2020 | ICASSP | Reconstruction of Fri Signals Using Deep Neural Network Approaches. | Vincent C. H. Leung, Jun-Jie Huang, Pier Luigi Dragotti |
| 2020 | ICASSP | Volume Reconstruction for Light Field Microscopy. | Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti |
| 2020 | ICASSP | Revealing Hidden Drawings in Leonardo's 'the Virgin of the Rocks' from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation. | Su Yan, Jun-Jie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti |
| 2019 | ICASSP | Time-based Sampling and Reconstruction of Non-bandlimited Signals. | Roxana Alexandru, Pier Luigi Dragotti |
| 2019 | ICASSP | Coupled Ista Network for Multi-modal Image Super-resolution. | Xin Deng, Pier Luigi Dragotti |
| 2019 | ICASSP | Privacy-cost Trade-off in a Smart Meter System with a Renewable Energy Source and a Rechargeable Battery. | Ece Naz Erdemir, Pier Luigi Dragotti, Deniz Gndz |
| 2019 | ICASSP | A Deep Dictionary Model to Preserve and Disentangle Key Features in a Signal. | Jun-Jie Huang, Pier Luigi Dragotti |
| 2019 | ICCV | Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution. | Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti |
| 2018 | ICASSP | U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression. | Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti |
| 2018 | ICASSP | A Deep Dictionary Model for Image Super-Resolution. | Jun-Jie Huang, Pier Luigi Dragotti |
| 2017 | CVPR | SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests. | Jun-Jie Huang, Tianrui Liu, Pier Luigi Dragotti, Tania Stathaki |
| 2017 | ESANN | Solving Inverse Source Problems for Sources with Arbitrary Shapes using Sensor Networks. | John Murray-Bruce, Pier Luigi Dragotti |
| 2017 | ICASSP | ProSparse extension: Prony's based sparse pattern recovery with extended dictionaries. | Jun-Jie Huang, Pier Luigi Dragotti |
| 2017 | ICASSP | Identifying a multiple plane plenoptic function from a swiped image. | Michael Lawson, Mike Brookes, Pier Luigi Dragotti |
| 2017 | ICASSP | Model order selection for sampling FRI signals. | Xiaoyao Wei, Pier Luigi Dragotti |
| 2016 | ACSSC | Solving inverse source problems for linear PDEs using sparse sensor measurements. | John Murray-Bruce, Pier Luigi Dragotti |
| 2016 | ICASSP | The graph FRI framework-spline wavelet theory and sampling on circulant graphs. | Madeleine S. Kotzagiannidis, Pier Luigi Dragotti |
| 2016 | ICASSP | Reconstructing non-point sources of diffusion fields using sensor measurements. | John Murray-Bruce, Pier Luigi Dragotti |
| 2016 | ICASSP | Prosparse denoise: Prony's based sparse pattern recovery in the presence of noise. | Jon Onativia, Yue M. Lu, Pier Luigi Dragotti |
| 2016 | MMSP | Video temporal super-resolution using nonlocal registration and self-similarity. | Matteo Maggioni, Pier Luigi Dragotti |
| 2015 | ICASSP | Consensus for the distributed estimation of point diffusion sources in sensor networks. | John Murray-Bruce, Pier Luigi Dragotti |
| 2015 | ICASSP | Sparsity pattern recovery using FRI methods. | Jon Onativia, Yue M. Lu, Pier Luigi Dragotti |
| 2015 | ICIP | Sampling piecewise smooth signals and its application to image up-sampling. | Xiaoyao Wei, Pier Luigi Dragotti |
| 2014 | ICASSP | Spatio-temporal sampling and reconstruction of diffusion fields induced by point sources. | John Murray-Bruce, Pier Luigi Dragotti |
| 2014 | ICASSP | Universal sampling of signals with finite rate of innovation. | Xiaoyao Wei, Pier Luigi Dragotti |
| 2014 | ICASSP | The modulated E-spline with multiple subbands and its application to sampling wavelet-sparse signals. | Yingsong Zhang, Pier Luigi Dragotti |
| 2014 | ICIP | Wide-baseline image change detection. | Ziggy Jones, Mike Brookes, Pier Luigi Dragotti, David M. Benton |
| 2014 | ICIP | Tilted layer-based modeling for enhanced light-field processing and image based rendering. | James Pearson, Marco Visentini Scarzanella, Mike Brookes, Pier Luigi Dragotti |
| 2014 | ICIP | Robust image recapture detection using a K-SVD learning approach to train dictionaries of edge profiles. | Thirapiroon Thongkamwitoon, Hani Muammar, Pier Luigi Dragotti |
| 2013 | DCC | Quantisation Invariants for Transform Parameter Estimation in Coding Chains. | Marco Visentini Scarzanella, Marco Tagliasacchi, Pier Luigi Dragotti |
| 2013 | ICASSP | An investigation into aliasing in images recaptured from an LCD monitor using a digital camera. | Hani Muammar, Pier Luigi Dragotti |
| 2013 | ICASSP | Sequential local FRI sampling of infinite streams of Diracs. | Jon Onativia, Jose Antonio Uriguen, Pier Luigi Dragotti |
| 2013 | ICASSP | Transform coder identification. | Marco Tagliasacchi, Marco Visentini Scarzanella, Pier Luigi Dragotti, Stefano Tubaro |
| 2013 | ICASSP | Reverse engineering of signal acquisition chains using the theory of sampling signals with finite rate of innovation. | Thirapiroon Thongkamwitoon, Hani Muammar, Pier Luigi Dragotti |
| 2013 | ICIP | Video recapture detection based on ghosting artifact analysis. | Paolo Bestagini, Marco Visentini Scarzanella, Marco Tagliasacchi, Pier Luigi Dragotti, Stefano Tubaro |
| 2013 | ICIP | Transform coder identification with double quantized data. | Marco Tagliasacchi, Marco Visentini Scarzanella, Pier Luigi Dragotti, Stefano Tubaro |
| 2013 | MMSP | Modelling radial distortion chains for video recapture detection. | Marco Visentini Scarzanella, Pier Luigi Dragotti |
| 2012 | ICASSP | Spike sorting at sub-Nyquist rates. | Jose Caballero, Jose Antonio Uriguen, Simon R. Schultz, Pier Luigi Dragotti |
| 2012 | ICASSP | Image based rendering with depth cameras: How many are needed? | Christopher Gilliam, James Pearson, Mike Brookes, Pier Luigi Dragotti |
| 2012 | ICIP | Line-edge extraction based on E-spline acquisition model and a fast optimization algorithm. | Akira Hirabayashi, Pier Luigi Dragotti |
| 2012 | MMSP | Video jitter analysis for automatic bootleg detection. | Marco Visentini Scarzanella, Pier Luigi Dragotti |
| 2011 | ICASSP | Accurate non-iterative depth layer extraction algorithm for image based rendering. | James Pearson, Pier Luigi Dragotti, Mike Brookes |
| 2011 | ICIP | Interactive multiview image coding. | Andriy Gelman, Pier Luigi Dragotti, Vladan Velisavljevic |
| 2011 | ICIP | Adaptive plenoptic sampling. | Christopher Gilliam, Pier Luigi Dragotti, Mike Brookes |
| 2010 | ICIP | Multiview image compression using a layer-based representation. | Andriy Gelman, Pier Luigi Dragotti, Vladan Velisavljevic |
| 2010 | ICIP | A closed-form expression for the bandwidth of the plenoptic function under finite field of view constraints. | Christopher Gilliam, Pier Luigi Dragotti, Mike Brookes |
| 2010 | ICIP | E-spline sampling for precise and robust line-edge extraction. | Akira Hirabayashi, Pier Luigi Dragotti |
| 2009 | ICASSP | Single and multichannel sampling of bilevel polygons using exponential splines. | Hojjat Akhondi Asl, Pier Luigi Dragotti |
| 2009 | ICASSP | Sampling signals with finite rate of innovation in the presence of noise. | Pier Luigi Dragotti, Felix Homann |
| 2009 | ICASSP | Quadtree structured restoration algorithms for piecewise polynomial images. | Adam Scholefield, Pier Luigi Dragotti |
| 2009 | ICIP | Image restoration using a sparse quadtree decomposition representation. | Adam Scholefield, Pier Luigi Dragotti |
| 2009 | MMSP | Adaptive layer extraction for image based rendering. | Jesse Berent, Pier Luigi Dragotti, Mike Brookes |
| 2009 | MMSP | Sparse sampling of structured information and its application to compression. | Pier Luigi Dragotti |
| 2008 | ICIP | Subspace-based methods for image registration and super-resolution. | Patrick Vandewalle, Loc Baboulaz, Pier Luigi Dragotti, Martin Vetterli |
| 2007 | BMVC | Unsupervised Extraction of Coherent Regions for Image Based Rendering. | Jesse Berent, Pier Luigi Dragotti |
| 2007 | ICASSP | Distributed Coding of Shifts using the DFT Phase. | Marco Dalai, Riccardo Leonardi, Pier Luigi Dragotti |
| 2007 | ICIP | Local Feature Extraction for Image Super-Resolution. | Loc Baboulaz, Pier Luigi Dragotti |
| 2007 | ICIP | Distributed Compression of Multi-View Images using a Geometrical Coding Approach. | Nicolas Gehrig, Pier Luigi Dragotti |
| 2006 | DCC | Distributed Sampling and Compression of Scenes with Finite Rate of Innovation in Camera Sensor Networks. | Nicolas Gehrig, Pier Luigi Dragotti |
| 2006 | ICASSP | Perfect Reconstruction Schemes for Sampling Piecewise Sinusoidal Signals. | Jesse Berent, Pier Luigi Dragotti |
| 2006 | ICASSP | Sensing and Communication With and Without Bits. | Michael Gastpar, Martin Vetterli, Pier Luigi Dragotti |
| 2006 | ICIP | Distributed Acquisition and Image Super-Resolution Based on Continuous Moments from Samples. | Loc Baboulaz, Pier Luigi Dragotti |
| 2006 | ICIP | Exact Local Reconstruction Algorithms for Signals with Finite Rate of Innovation. | Pier Luigi Dragotti, Martin Vetterli, Thierry Blu |
| 2006 | ICIP | Tomographic Approach for Sampling Multidimensional Signals with Finite Rate of Innovation. | Pancham Shukla, Pier Luigi Dragotti |
| 2006 | ICIP | Low-Rate Reduced Complexity Image Compression using Directionlets. | Vladan Velisavljevic, Baltasar Beferull-Lozano, Martin Vetterli, Pier Luigi Dragotti |
| 2006 | MMSP | Segmentation of Epipolar-Plane Image Volumes with Occlusion and Disocclusion Competition. | Jesse Berent, Pier Luigi Dragotti |
| 2005 | ICASSP | Exact sampling results for signals with finite rate of innovation using Strang-Fix conditions and local kernels. | Pier Luigi Dragotti, Martin Vetterli, Thierry Blu |
| 2005 | ICIP | Dfferent - distributed and fully flexible image encoders for camera sensor networks. | Nicolas Gehrig, Pier Luigi Dragotti |
| 2005 | ICIP | Sampling schemes for 2-D signals with finite rate of innovation using kernels that reproduce polynomials. | Pancham Shukla, Pier Luigi Dragotti |
| 2005 | ICIP | Approximation power of directionlets. | Vladan Velisavljevic, Baltasar Beferull-Lozano, Martin Vetterli, Pier Luigi Dragotti |
| 2004 | ICASSP | Wavelet and footprint sampling of signals with a finite rate of innovation. | Pier Luigi Dragotti, Martin Vetterli |
| 2004 | ICASSP | On compression using the distributed Karhunen-Loeve transform. | Michael Gastpar, Pier Luigi Dragotti, Martin Vetterli |
| 2004 | ICIP | Distributed compression of the plenoptic function. | Nicolas Gehrig, Pier Luigi Dragotti |
| 2004 | MMSP | Distributed compression in camera sensor networks. | Nicolas Gehrig, Pier Luigi Dragotti |
| 2003 | DCC | The Distributed, Partial, And Conditional Karhunen-Love Transforms. | Michael Gastpar, Pier Luigi Dragotti, Martin Vetterli |
| 2003 | ICASSP | Distributed signal processing and communications: on the interaction of sources and channels. | Thibaut Ajdler, Razvan Cristescu, Pier Luigi Dragotti, Michael Gastpar, Irena Maravic, Martin Vetterli |
| 2003 | ICIP | Sampling and interpolation of the plenoptic function. | Amina Chebira, Pier Luigi Dragotti, Luciano Sbaiz, Martin Vetterli |
| 2003 | ICIP | Filter banks for multiple description coding. | Pier Luigi Dragotti |
| 2003 | ICIP | Discrete multidirectional wavelet bases. | Vladan Velisavljevic, Baltasar Beferull-Lozano, Martin Vetterli, Pier Luigi Dragotti |
| 2003 | VCIP | Discrete directional wavelet bases for image compression. | Pier Luigi Dragotti, Vladan Velisavljevic, Martin Vetterli, Baltasar Beferull-Lozano |
| 2002 | ICASSP | Deconvolution with wavelet footprints for ill-posed inverse problems. | Pier Luigi Dragotti, Martin Vetterli |
| 2002 | ICIP | Directional wavelet transforms and frames. | Pier Luigi Dragotti, Vladan Velisavljevic, Martin Vetterli |
| 2002 | ITW | Rate-distortion optimized tree based coding algorithms. | Rahul Shukla, Pier Luigi Dragotti, Minh N. Do, Martin Vetterli |
| 2001 | DCC | Quantized Oversampled Filter Banks with Erasures. | Pier Luigi Dragotti, Jelena Kovacevic, Vivek K. Goyal |
| 2001 | ICIP | On the compression of two-dimensional piecewise smooth functions. | Pier Luigi Dragotti, Minh N. Do, Rahul Shukla, Martin Vetterli |
| 2001 | ICIP | Footprints and edgeprints for image denoising and compression. | Pier Luigi Dragotti, Martin Vetterli |
| 2000 | DCC | Analysis of Optimal Filter Banks for Multiple Description Coding. | Pier Luigi Dragotti, Sergio D. Servetto, Martin Vetterli |
| 2000 | ICIP | Wavelet Transform Footprints: Catching Singularities for Compression and Denoising. | Pier Luigi Dragotti, Martin Vetterli |