Search Results - "Idier, Jerome"

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  1. 1

    Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection by Amhaz, Rabih, Chambon, Sylvie, Idier, Jerome, Baltazart, Vincent

    “…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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    Journal Article
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    Efficient Sampling of Bernoulli-Gaussian-Mixtures for Sparse Signal Restoration by Amrouche, Mehdi, Carfantan, Herve, Idier, Jerome

    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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    Journal Article
  5. 5

    Homotopy based algorithms for L0-regularized least-squares by Soussen, Charles, Idier, Jérome, Duan, Junbo, Brie, David

    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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    Journal Article
  6. 6

    An Inverse Approach for Ultrasonic Imaging From Full Matrix Capture Data: Application to Resolution Enhancement in NDT by Laroche, Nans, Bourguignon, Sebastien, Carcreff, Ewen, Idier, Jerome, Duclos, Aroune

    “…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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    Journal Article
  7. 7

    Efficient Gaussian Sampling for Solving Large-Scale Inverse Problems Using MCMC by Gilavert, Clément, Moussaoui, Saïd, Idier, Jérôme

    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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    Journal Article
  8. 8

    Three-Dimensional Microwave Imaging: Fast and Accurate Computations with Block Resolution Algorithms by Friedrich, Corentin, Bourguignon, Sébastien, Idier, Jérôme, Goussard, Yves

    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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    Journal Article
  9. 9

    Statistical Destriping of Pushbroom-Type Images Based on an Affine Detector Response by Amrouche, Mehdi, Carfantan, Herve, Idier, Jerome, Martin, Vincent

    “…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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    Journal Article
  10. 10

    Non-Negative Orthogonal Greedy Algorithms by Nguyen, Thanh Thi, Idier, Jerome, Soussen, Charles, Djermoune, El-Hadi

    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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    Journal Article
  11. 11

    From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration by Soussen, C., Idier, J., Brie, D., Duan, J.

    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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    Journal Article
  12. 12

    An LDV based method to quantify the error of PC-MRI derived Wall Shear Stress measurement by Castagna, Marco, Levilly, Sébastien, Paul-Gilloteaux, Perrine, Moussaoui, Saïd, Rousset, Jean-Marc, Bonnefoy, Félicien, Idier, Jérôme, Serfaty, Jean-Michel, Le Touzé, David

    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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    Journal Article
  13. 13

    Low-resolution description of the conformational space for intrinsically disordered proteins by Förster, Daniel, Idier, Jérôme, Liberti, Leo, Mucherino, Antonio, Lin, Jung-Hsin, Malliavin, Thérèse E.

    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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    Journal Article
  14. 14

    Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90 Y-PET by Millardet, Mael, Moussaoui, Said, Mateus, Diana, Idier, Jerome, Carlier, Thomas

    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
  15. 15

    K-step analysis of orthogonal greedy algorithms for non-negative sparse representations by Nguyen, Thanh T., Soussen, Charles, Idier, Jérôme, Djermoune, El-Hadi

    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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    Journal Article
  16. 16

    Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90Y-PET by Millardet, Mael, Moussaoui, Said, Mateus, Diana, Idier, Jerome, Carlier, Thomas

    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. 17

    Statistical Linear Destriping of Satellite-Based Pushbroom-Type Images by Carfantan, H., Idier, J.

    “…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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    Journal Article
  18. 18

    A new minimal path selection algorithm for automatic crack detection on pavement images by Amhaz, Rabih, Chambon, Sylvie, Idier, Jerome, Baltazart, Vincent

    “…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
  19. 19

    Multi-tissue partial volume quantification in multi-contrast MRI using an optimised spectral unmixing approach by Collewet, Guylaine, Moussaoui, Saïd, Deligny, Cécile, Lucas, Tiphaine, Idier, Jérôme

    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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    Journal Article
  20. 20

    Joint Reconstruction Strategy for Structured Illumination Microscopy With Unknown Illuminations by Labouesse, Simon, Negash, Awoke, Idier, Jerome, Bourguignon, Sebastien, Mangeat, Thomas, Penghuan Liu, Sentenac, Anne, Allain, Marc

    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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    Journal Article