Hugues Talbot
225
Documents
Presentation
Professeur à CentraleSupelec, Centre de Vision Numérique depuis mai 2018, membre de l'équipe INRIA OPIS.
Professeur à ESIEE Paris, membre du Laboratoire d'Informatique Gaspard-Monge (LIGM) 2004-2018, en détachement.
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Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray ImageSASHIMI 2024 - International Workshop on Simulation and Synthesis in Medical Imaging, Oct 2024, Marrakech, Morocco. pp.134-145
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hal-04905243v1
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Finite Volume Informed Graph Neural Network for Myocardial Perfusion SimulationMIDL 2024 - Medical Imaging with Deep Learning 2024, Jul 2024, Paris, France
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Learning sperm cells part segmentation with class-specific data augmentationHSI 2024 - 16th International Conference on Human System Interaction, Jul 2024, Paris, France. pp.1-6, ⟨10.1109/HSI61632.2024.10613572⟩
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hal-04907150v1
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Convex optimization for binary tree-based transport networksInternational Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2024, Florence, Italy. pp.217-228, ⟨10.1007/978-3-031-57793-2_17⟩
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3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth EstimationMICCAI 2024, Oct 2024, Marrakech, Morocco. pp.3-13, ⟨10.1007/978-3-031-72104-5_1⟩
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POS0341 PERFORMANCE ANALYSIS OF A DEEP LEARNING ALGORITHM TO DETECT POSITIVE SIJ MRI ACCORDING TO THE ASAS DEFINITION IN AXSPA PATIENTSEULAR 2023 - European Congress of Rheumatology, May 2023, Milan, Italy. pp.418.1-418, ⟨10.1136/annrheumdis-2023-eular.2357⟩
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OpenCCO : Une implémentation de l’algorithme CCO pour la construction d’arbres vasculaires 2D et 3DAtelier R-Vessel-X 2023, Jun 2023, Lyon, France
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A foundation for exact binarized morphological neural networksICCV 2023 - International Conference on Computer Vision, workshop on Low Bit Quantized Neural Networks, Oct 2023, Paris, France
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On the detection of Out-Of-Distribution samples in Multiple Instance LearningUncertainty Estimation for Computer Vision, ICCV2023 Workshop, Oct 2023, Paris, France
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MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle VolumeMICCAI 2023 - 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2023, Vancoucer, Canada. pp.497-507, ⟨10.1007/978-3-031-43990-2_47⟩
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hal-04396407v1
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1022MO Predicting overall survival of patients with melanoma and NSCLC treated with immunotherapy using AI combining total tumor volume and tumor heterogeneity on CT-ScansESMO 2023 - Congress of European Society for Medical Oncology, European Society for Medical Oncology, Oct 2023, Madrid, Spain. pp.S622, ⟨10.1016/j.annonc.2023.09.2161⟩
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142P Correlating total tumor volume on CT-Scan and liquid biopsy ctDNA in 1017 patients with metastatic cancer: A novel studyESMO Congress 2023, European Society for Medical Oncology, Oct 2023, Madrid, Spain. pp.S237, ⟨10.1016/j.annonc.2023.09.2867⟩
Conference papers
hal-04396382v1
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Unsupervised Nuclei Segmentation using Spatial Organization PriorsMICCAI 2022 - 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.325-335
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Incrementally semi-supervised classification of arthritis inflammation on a clinical datasetIEEE International Conference on Image Processing 2022, IEEE, Oct 2022, Bordeaux, France
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hal-03830567v1
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Transformer graph network for coronary plaque localization in CCTAISBI 2022 - IEEE 19th International Symposium on Biomedical Imaging, Mar 2022, Kolkata, India. pp.1-5, ⟨10.1109/ISBI52829.2022.9761646⟩
Conference papers
hal-03724891v1
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Transformations affines discrètes sous contraintes topologiques et géométriques. Approche d'optimisation sur les complexes cellulairesJournées du Groupe de Travail en Géométrie Discrète et Morphologie Mathématique (GDMM), 2022, Bordeaux, France
Conference papers
hal-03868578v1
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Binary morphological neural networkIEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.3276-3280
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hal-03617249v1
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Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data ClassificationIJCAI 2021 - Workshop on AI for Social Good, Jan 2021, Tokyo, Japan
Conference papers
hal-03150686v1
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Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty PredictionAAAI 2021 - 35th AAAI Conference on Artificial Intelligence, Feb 2021, Virtual, China. pp.15316-15322
Conference papers
hal-03541009v1
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A Maximum-Flow Model for Digital Elastica Shape OptimizationDiscrete Geometry Mathematical Morphology 2021, May 2021, Uppsala (Suède), Sweden. pp.429-440, ⟨10.1007/978-3-030-76657-3_31⟩
Conference papers
hal-04580405v1
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Does Super-Resolution Improve OCR Performance in the Real World ? A Case Study on Images of ReceiptsICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi, United Arab Emirates. pp.548-552, ⟨10.1109/ICIP40778.2020.9191067⟩
Conference papers
hal-03144925v1
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CGO: Multiband Astronomical Source Detection With Component-GraphsICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi, United Arab Emirates. pp.16-20, ⟨10.1109/ICIP40778.2020.9191276⟩
Conference papers
hal-03132048v1
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Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal MicroscopyISMM 2019 - 14th International Symposium on Mathematical Morphology, Bernhard Burgeth; Andreas Kleefeld; Benoît Naegel; Nicolas Passat; Benjamin Perret, Jul 2019, Saarbrücken, Germany. pp.520-531, ⟨10.1007/978-3-030-20867-7_40⟩
Conference papers
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Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like ArchitecturesBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 5th International Workshop,, Oct 2019, Shenzhen, China. pp.187-199, ⟨10.1007/978-3-030-46640-4_18⟩
Conference papers
hal-04580407v1
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Digital Curvature Evolution Model for Image SegmentationDGCI 2019 - International Conference on Discrete Geometry for Computer Imagery, Mar 2019, Noisy-le-Grand, France. pp.15-26, ⟨10.1007/978-3-030-14085-4_2⟩
Conference papers
hal-02426946v1
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Atlas-based automated detection of swim bladder in Medaka embryoISMM 2019 - International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, Bernhard Burgeth; Andreas Kleefeld; Benoit Naegel; Nicolas Passat; Benjamin Perret, Jul 2019, Saarbrücken, Germany. pp.496-507, ⟨10.1007/978-3-030-20867-7_38⟩
Conference papers
hal-02019658v1
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Self-dual pattern spectra for characterising the dermal-epidermal junction in 3D reflectance confocal microscopy imagingISMM 2019 - International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, Jul 2019, Saarbrücken, Germany. pp.508-519, ⟨10.1007/978-3-030-20867-7_39⟩
Conference papers
hal-02169702v1
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Segmentation 3D des lésions du lymphome à partir de descripteurs multimodaux TEP/TDMJournée thématique du GdR ISIS : "Segmentation d'images biomédicales : quels outils pour l'analyse des données massives, hétérogènes et multimodales ?", 2018, Paris, France
Conference papers
hal-01745773v1
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Coronary artery centerline tracking with the Morphological Skeleton LossIEEE International Conference on Image Processing (ICIP), Oct 2018, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897385⟩
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hal-03724882v1
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A Multicore Convex Optimization Algorithm with Applications to Video RestorationIEEE International Conference on Image Processing, Oct 2018, Athens, Greece
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hal-01862210v1
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Automated 3D lymphoma lesion segmentation from PET/CT characteristicsInternational Symposium on Biomedical Imaging (ISBI), 2017, Melbourne, Australia. pp.174-178, ⟨10.1109/ISBI.2017.7950495⟩
Conference papers
hal-01616459v1
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Régularisation directionnelle pour la segmentation de structures curvilignesGRETSI, 2017, Juan-les-Pins, France
Conference papers
hal-01694822v1
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Periodic Area-of-Motion characterization for Bio-Medical applicationsISBI 2017, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950503⟩
Conference papers
hal-01467878v1
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Evaluation of combinations of watershed hierarchiesvvISMM 2017, May 2017, Fontainebleau, France. pp.133-145, ⟨10.1007/978-3-319-57240-6_11⟩
Conference papers
hal-01552420v1
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Classification of the dermal-epidermal junction using in-vivo confocal microscopyInternational Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.252-255, ⟨10.1109/ISBI.2017.7950513⟩
Conference papers
hal-01548696v1
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Automated quantification of the epidermal aging process using in-vivo confocal microscopyInternational Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493486⟩
Conference papers
hal-01363469v1
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Discrete Calculus, Optimisation and Inverse Problems in ImagingInternational Conference on Discrete Geometry for Computer Imagery, Apr 2016, Nantes, France
Conference papers
hal-01743976v1
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Automating the measurement of physiological parameters: a case study in the image analysis of cilia motionIEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532556⟩
Conference papers
hal-01332942v1
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Automatic Image Splicing Detection Based on Noise Density Analysis in Raw ImagesACIVS-16, Oct 2016, Lecce, Italy. pp.126 - 134, ⟨10.1007/978-3-319-48680-2_12⟩
Conference papers
hal-01510074v1
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Image restoration and segmentation using the Ambrosio-Tortorelli functional and discrete calculusInternational Conference on Pattern Recognition (ICPR 2016), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899836⟩
Conference papers
hal-01379993v1
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From real MRA to virtual MRA: Towards an open-source frameworkMedical Image Computing and Computer-Assisted Intervention (MICCAI), 2016, Athène, France. pp.335-343, ⟨10.1007/978-3-319-46726-9_39⟩
Conference papers
hal-01472890v1
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A variational model for thin structure segmentation based on a directional regularizationInternational Conference on Image Processing (ICIP), 2016, Phoenix, United States. pp.4324-4328, ⟨10.1109/ICIP.2016.7533176⟩
Conference papers
hal-01472645v1
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Towards the in-vivo automated assessment of nasal cilia mobilityCongress of the European Rhinologic Society, Jul 2016, Stockholm, Sweden
Conference papers
hal-01333003v1
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Automated Image Splicing Detection from Noise Estimation in Raw Images6th International Conference on Imaging for Crime Prevention and Detection, Jul 2015, London, United Kingdom. pp.13-18, ⟨10.1049/ic.2015.0111⟩
Conference papers
hal-01510075v1
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Personalization of Cardiac Electrophysiology Model using the Unscented Kalman FilteringComputer Assisted Radiology and Surgery (CARS 2015), Jun 2015, Barcelona, Spain
Conference papers
hal-01195719v1
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Hierarchies and shape-space for PET image segmentationInternational Symposium on Biomedical Imaging (ISBI), 2015, New York, United States. pp.1118-1121, ⟨10.1109/ISBI.2015.7164068⟩
Conference papers
hal-01169944v1
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An Automated Assay for the Evaluation of Mortality in Fish EmbryoISMM 2015, May 2015, Reykjavik, Iceland. ⟨10.1007/978-3-319-18720-4_10⟩
Conference papers
hal-01154543v1
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When Convex Analysis Meets Mathematical Morphology on GraphsMathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. pp.473-484, ⟨10.1007/978-3-319-18720-4_40⟩
Conference papers
hal-01168801v1
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Hiérarchies et analyse dans l'espace des formes pour la segmentation des images de tomographie par émission de positonsJournée ISS France, 2015, Paris, France
Conference papers
hal-01694936v1
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Variational method combined with Frangi vesselness for tubular object segmentationComputational & Mathematical Biomedical Engineering (CMBE), 2015, Paris, France. pp.485-488
Conference papers
hal-01695072v1
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Surgery Training, Planning and Guidance Using the SOFA FrameworkEurographics, May 2015, Zurich, Switzerland
Conference papers
hal-01160297v1
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Ranking orientation responses of path operators: Motivations, choices and algorithmicsInternational Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.633-644, ⟨10.1007/978-3-319-18720-4_53⟩
Conference papers
hal-01168732v1
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Shape-based analysis on component-graphs for multivalued image processingInternational Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.446-457, ⟨10.1007/978-3-319-18720-4_38⟩
Conference papers
hal-01168812v1
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Image Noise and Digital Image ForensicsIWDW 2015, Oct 2015, tokyo, Japan. pp.3 - 17, ⟨10.1007/978-3-319-31960-5_1⟩
Conference papers
hal-01510076v1
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Multicriteria 3D PET image segmentationImage Processing Theory, Tools and Applications (IPTA), 2015, Orléans, France. pp.346-351, ⟨10.1109/IPTA.2015.7367162⟩
Conference papers
hal-01616446v1
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Automated heart rate estimation in fish embryoInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367171⟩
Conference papers
hal-01332927v1
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A regionalized automated measurement of ciliary beating frequencyISBI 2015, Apr 2015, New-York, United States. ⟨10.1109/ISBI.2015.7163927⟩
Conference papers
hal-01154672v1
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Augmented Reality for Cryoablation ProceduresSIGGRAPH 2015, Aug 2015, Los Angeles, United States
Conference papers
hal-01180848v1
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Interactive Planning of Cryotherapy Using Physically-Based SimulationMMVR 21 - Medicine Meets Virtual Reality - 2014, Feb 2014, Manhattan Beach, California, United States
Conference papers
hal-00918200v1
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3D CFD in complex vascular systems: A case studyInternational Symposium on Biomedical Simulation (ISBMS), 2014, Strasbourg, France. pp.86-94, ⟨10.1007/978-3-319-12057-7_10⟩
Conference papers
hal-01695067v1
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Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image DenoisingIEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5
Conference papers
hal-01060081v2
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A non-local Chan-Vese model for sparse, tubular object segmentationInternational Conference on Image Processing (ICIP), 2014, Paris, France. pp.907-911, ⟨10.1109/ICIP.2014.7025182⟩
Conference papers
hal-01695066v1
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Tubular structure filtering by ranking orientation responses of path operatorsReims Image, 2014, Reims, France
Conference papers
hal-01694899v1
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Topological alterations of 3D digital images under rigid transformationsReims Image, 2014, Reims, France. pp.31-33
Conference papers
hal-01333586v1
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Robust path opening versus path opening for the detection of hedgerows in rural landscapesIGARSS 2014, International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. 4 p
Conference papers
hal-02797262v1
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Automatic detection of beating cilia with frequencies estimationsCilia 2014, Nov 2014, Paris, France. ⟨10.1186/2046-2530-4-S1-P85⟩
Conference papers
hal-01332964v1
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Tubular structure filtering by ranking orientation responses of path operatorsEuropean Conference on Computer Vision (ECCV), 2014, Zürich, Switzerland. pp.203-218, ⟨10.1007/978-3-319-10605-2_14⟩
Conference papers
hal-00990014v2
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Efficient neighbourhood computing for discrete rigid transformation graph searchDiscrete Geometry for Computer Imagery (DGCI), 2014, Sienne, Italy. pp.99-110, ⟨10.1007/978-3-319-09955-2_9⟩
Conference papers
hal-01067537v1
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Nouveaux opérateurs morphologiques pour la détection d'objets tubulairesJournée ISS France, 2014, Paris, France
Conference papers
hal-01700467v1
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A Majorize-Minimize memory gradient algorithm applied to X-ray tomography |