Search Results - "Idier, Jerome"
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Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection
Published in IEEE transactions on intelligent transportation systems (01-10-2016)“…This paper proposes a new algorithm for automatic crack detection from 2D pavement images. It strongly relies on the localization of minimal paths within each…”
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2
Extended-depth of field random illumination microscopy, EDF-RIM, provides super-resolved projective imaging
Published in Light, science & applications (10-10-2024)“…The ultimate aim of fluorescence microscopy is to achieve high-resolution imaging of increasingly larger biological samples. Extended depth of field presents a…”
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3
Super-resolved live-cell imaging using random illumination microscopy
Published in Cell reports methods (24-05-2021)“…Current super-resolution microscopy (SRM) methods suffer from an intrinsic complexity that might curtail their routine use in cell biology. We describe here…”
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Efficient Sampling of Bernoulli-Gaussian-Mixtures for Sparse Signal Restoration
Published in IEEE transactions on signal processing (01-01-2022)“…This paper introduces a new family of prior models called Bernoulli-Gaussian-Mixtures (BGM), with a view to efficiently address sparse linear inverse problems…”
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5
Homotopy based algorithms for L0-regularized least-squares
Published in IEEE transactions on signal processing (01-07-2015)“…Sparse signal restoration is usually formulated as the minimization of a quadratic cost function ||y-Ax||_2^2, where A is a dictionary and x is an unknown…”
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An Inverse Approach for Ultrasonic Imaging From Full Matrix Capture Data: Application to Resolution Enhancement in NDT
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01-09-2020)“…In the context of nondestructive testing (NDT), this article proposes an inverse problem approach for the reconstruction of high-resolution ultrasonic images…”
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Efficient Gaussian Sampling for Solving Large-Scale Inverse Problems Using MCMC
Published in IEEE transactions on signal processing (01-01-2015)“…The resolution of many large-scale inverse problems using MCMC methods requires a step of drawing samples from a high dimensional Gaussian distribution. While…”
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Three-Dimensional Microwave Imaging: Fast and Accurate Computations with Block Resolution Algorithms
Published in Sensors (Basel, Switzerland) (01-11-2020)“…This paper considers the microwave imaging reconstruction problem, based on additive penalization and gradient-based optimization. Each evaluation of the cost…”
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9
Statistical Destriping of Pushbroom-Type Images Based on an Affine Detector Response
Published in IEEE transactions on geoscience and remote sensing (01-01-2022)“…Remote sensing pushbroom-type imaging systems acquire entire columns of an image with a single detector. As a consequence, the miss-calibration of the…”
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10
Non-Negative Orthogonal Greedy Algorithms
Published in IEEE transactions on signal processing (01-11-2019)“…Orthogonal greedy algorithms are popular sparse signal reconstruction algorithms. Their principle is to select atoms one by one. A series of unconstrained…”
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From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration
Published in IEEE transactions on signal processing (01-10-2011)“…Formulated as a least square problem under an l 0 constraint, sparse signal restoration is a discrete optimization problem, known to be NP complete. Classical…”
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12
An LDV based method to quantify the error of PC-MRI derived Wall Shear Stress measurement
Published in Scientific reports (18-02-2021)“…Wall Shear Stress (WSS) has been demonstrated to be a biomarker of the development of atherosclerosis. In vivo assessment of WSS is still challenging, but 4D…”
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13
Low-resolution description of the conformational space for intrinsically disordered proteins
Published in Scientific reports (09-11-2022)“…Intrinsically disordered proteins (IDP) are at the center of numerous biological processes, and attract consequently extreme interest in structural biology…”
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14
Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90 Y-PET
Published in IEEE transactions on medical imaging (01-11-2020)“…In a low-statistics PET imaging context, the positive bias in regions of low activity is a burning issue. To overcome this problem, algorithms without the…”
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K-step analysis of orthogonal greedy algorithms for non-negative sparse representations
Published in Signal processing (01-11-2021)“…•A sharp condition for K-step exact recovery with non-negative orthogonal greedy algorithms.•A stand alone result of sign preservation property of the OMP and…”
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Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90Y-PET
Published in IEEE transactions on medical imaging (01-11-2020)“…In a low-statistics PET imaging context, the positive bias in regions of low activity is a burning issue. To overcome this problem, algorithms without the…”
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Journal Article -
17
Statistical Linear Destriping of Satellite-Based Pushbroom-Type Images
Published in IEEE transactions on geoscience and remote sensing (01-04-2010)“…This paper introduces a new self-calibration destriping technique for pushbroom-type satellite imaging systems. Self-calibration means that no specific…”
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18
A new minimal path selection algorithm for automatic crack detection on pavement images
Published in 2014 IEEE International Conference on Image Processing (ICIP) (01-10-2014)“…This paper proposes a new algorithm for crack detection based on the selection of minimal paths. It takes account of both photometric and geometric…”
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Conference Proceeding -
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Multi-tissue partial volume quantification in multi-contrast MRI using an optimised spectral unmixing approach
Published in Magnetic resonance imaging (01-06-2018)“…Multi-tissue partial volume estimation in MRI images is investigated with a viewpoint related to spectral unmixing as used in hyperspectral imaging. The main…”
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Joint Reconstruction Strategy for Structured Illumination Microscopy With Unknown Illuminations
Published in IEEE transactions on image processing (01-05-2017)“…The blind structured illumination microscopy strategy proposed by Mudry et al. is fully re-founded in this paper, unveiling the central role of the sparsity of…”
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