List of works - Pier Luigi Dragotti

3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images

scientific article published on 29 May 2020

A finite rate of innovation algorithm for fast and accurate spike detection from two-photon calcium imaging ⬇️

scientific article published on July 17, 2013

ABLE: An Activity-Based Level Set Segmentation Algorithm for Two-Photon Calcium Imaging Data.

scientific article published in September 2017

AN EXTENSION OF THE FRI FRAMEWORK FOR CALCIUM TRANSIENT DETECTION

Centralized and Distributed Semiparametric Compression of Piecewise Smooth Functions

scientific article published in 2011

CosMIC: A Consistent Metric for Spike Inference from Calcium Imaging

scientific article published on 18 July 2018

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

scholarly article by Guang Yang et al published June 2018 in IEEE Transactions on Medical Imaging

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion

scientific article published on 02 April 2020

Deep Coupled ISTA Network for Multi-modal Image Super-Resolution

scientific article published on 03 October 2019

Directionlets: anisotropic multidirectional representation with separable filtering

scientific article published in July 2006

Discrete directional wavelet bases and frames: analysis and applications

Editorial A Brief Message From the New Editor-in-Chief

scientific article published on 15 April 2018

Exact Local Reconstruction Algorithms for Signals with Finite Rate of Innovation

article

Exact Sampling Results for Signals with Finite Rate of Innovation using Strang-Fix Conditions and Local Kernels

article

Exact feature extraction using finite rate of innovation principles with an application to image super-resolution

scientific article published on 6 January 2009

FRESH-FRI-Based Single-Image Super-Resolution Algorithm

scientific article

Geometry-driven distributed compression of the plenoptic function: performance bounds and constructive algorithms

scientific article published on 2 February 2009

Identification of Transform Coding Chains.

scientific article published on 11 December 2015

Image representation and compression using directionlets

Image restoration using a sparse quadtree decomposition representation

Layer-based sparse representation of multiview images

Localization of diffusive sources using spatiotemporal measurements

Low-Rate Reduced Complexity Image Compression using Directionlets

Multiphoton minimal inertia scanning for fast acquisition of neural activity signals

Multiphoton minimal inertia scanning for fast acquisition of neural activity signals.

scientific article published on 13 November 2017

Multiview image coding using depth layers and an optimized bit allocation

scientific article published on 25 May 2012

Photo Realistic Image Completion via Dense Correspondence

scientific article published on 11 July 2018

Physics-driven quantized consensus for distributed diffusion source estimation using sensor networks

Plenoptic layer-based modeling for image based rendering.

scientific article published on 14 June 2013

Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning

scientific article published in 2021

Quadtree structured image approximation for denoising and interpolation

scientific article published in March 2014

Quadtree structured restoration algorithms for piecewise polynomial images

scholarly article published April 2009

Rate-distortion optimized tree-structured compression algorithms for piecewise polynomial images

scientific article published in March 2005

Resolution enhancement and sampling with wavelets and footprints

Sampling Moments and Reconstructing Signals of Finite Rate of Innovation: Shannon Meets Strang–Fix

article

Sparse Image Representation by Directionlets

Sparse Representation in Fourier and Local Bases Using ProSparse: A Probabilistic Analysis

scientific article published in April 2018

Sparse sampling: theory, methods and an application in neuroscience

scientific article

List of works by Pier Luigi Dragotti

3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images

A finite rate of innovation algorithm for fast and accurate spike detection from two-photon calcium imaging ⬇️

ABLE: An Activity-Based Level Set Segmentation Algorithm for Two-Photon Calcium Imaging Data.

AN EXTENSION OF THE FRI FRAMEWORK FOR CALCIUM TRANSIENT DETECTION

Centralized and Distributed Semiparametric Compression of Piecewise Smooth Functions

CosMIC: A Consistent Metric for Spike Inference from Calcium Imaging

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion

Deep Coupled ISTA Network for Multi-modal Image Super-Resolution

Directionlets: anisotropic multidirectional representation with separable filtering

Discrete directional wavelet bases and frames: analysis and applications

Editorial A Brief Message From the New Editor-in-Chief

Exact Local Reconstruction Algorithms for Signals with Finite Rate of Innovation

Exact Sampling Results for Signals with Finite Rate of Innovation using Strang-Fix Conditions and Local Kernels

Exact feature extraction using finite rate of innovation principles with an application to image super-resolution

FRESH-FRI-Based Single-Image Super-Resolution Algorithm

Geometry-driven distributed compression of the plenoptic function: performance bounds and constructive algorithms

Identification of Transform Coding Chains.

Image representation and compression using directionlets

Image restoration using a sparse quadtree decomposition representation

Layer-based sparse representation of multiview images

Localization of diffusive sources using spatiotemporal measurements

Low-Rate Reduced Complexity Image Compression using Directionlets

Multiphoton minimal inertia scanning for fast acquisition of neural activity signals

Multiphoton minimal inertia scanning for fast acquisition of neural activity signals.

Multiview image coding using depth layers and an optimized bit allocation

Photo Realistic Image Completion via Dense Correspondence

Physics-driven quantized consensus for distributed diffusion source estimation using sensor networks

Plenoptic layer-based modeling for image based rendering.

Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning

Quadtree structured image approximation for denoising and interpolation

Quadtree structured restoration algorithms for piecewise polynomial images

Rate-distortion optimized tree-structured compression algorithms for piecewise polynomial images

Resolution enhancement and sampling with wavelets and footprints

Sampling Moments and Reconstructing Signals of Finite Rate of Innovation: Shannon Meets Strang–Fix

Sparse Image Representation by Directionlets

Sparse Representation in Fourier and Local Bases Using ProSparse: A Probabilistic Analysis

Sparse sampling: theory, methods and an application in neuroscience

Spike Detection Using FRI Methods and Protein Calcium Sensors: Performance Analysis and Comparisons

Subspace-based methods for image registration and super-resolution

The Distributed Karhunen–Loève Transform