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Conference

Physically-constrained block-term tensor decomposition for polarimetric image recovery

Subjects: Stokes polarimetric imaging; alternated constrained optimization; Low-rank tensorSeoul; South Korea

  • Source: International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 ; https://hal.science/hal-04344657 ; International Conference on Acoustics, Speech, and

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Conference

Physically-constrained block-term tensor decomposition for polarimetric image recovery

Subjects: Stokes polarimetric imaging; alternated constrained optimization; Low-rank tensorSeoul; South Korea

  • Source: International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 ; https://hal.science/hal-04344657 ; International Conference on Acoustics, Speech, and

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Academic Journal

Unsupervised discovery of Interpretable Visual Concepts

Subjects: explainable artificial intelligence; interpretability; convolutional neural networks

  • Source: ISSN: 0020-0255 ; Information Sciences ; https://hal.science/hal-04190721 ; Information Sciences, 2024, 661, pp.120159. ⟨10.1016/j.ins.2024.120159⟩.

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Academic Journal

Time Series Analysis of Landsat Images for Monitoring Flooded Areas in the Inner Niger Delta, Mali

Subjects: Computer science; West Africa; R language

  • Source: ISSN: 2083-6104 ; Artificial Satellites ; https://hal.science/hal-04406525 ; Artificial Satellites, 2024, 58 (4), pp.278-313. ⟨10.2478/arsa-2023-0011⟩ ;

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Academic Journal

Hand function after neonatal stroke: a graph model based on basal ganglia and thalami structure

Subjects: perinatal stroke; cerebral palsy; motor cortex

  • Source: ISSN: 2213-1582 ; Neuroimage-Clinical ; https://hal.science/hal-04415299 ; Neuroimage-Clinical, In press, pp.103568. ⟨10.1016/j.nicl.2024.103568⟩ ;

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Conference

LATENTPATCH : Une approche non-paramétrique pour la génération et l'édition de visages

Subjects: Face Generation; Generative model; AutoencoderGrenoble; France

  • Source: GRETSI 2023 XXIXème Colloque Francophone de Traitement du Signal et des Images ; https://hal.science/hal-04411653 ; GRETSI 2023 XXIXème Colloque Francophone de Traitement du Signal et des Images,

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Conference

GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials

Subjects: Elementary Symmetric Polynomials; Structure Tensor; Harris Corner DetectorSanta Margherita di Pula; Italy

  • Source: Scale Space and Variational Methods in Computer Vision 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings ; Scale Space and Variational Methods in

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Conference

A study on loss functions and decision thresholds for the segmentation of multiple sclerosis lesions on spinal cord MRI

Subjects: Spinal cord; Loss function; Decision thresholdParis; France

  • Source: IABM 2023 - Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale ; https://inria.hal.science/hal-04092786 ; IABM 2023 - Colloque Français d'Intelligence Artificielle en Imagerie

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Conference

A study on loss functions and decision thresholds for the segmentation of multiple sclerosis lesions on spinal cord MRI

Subjects: spinal cord; loss function; decision thresholdCartagena (Colombia); Colombia

  • Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)20th IEEE International Symposium on Biomedical Imaging (ISBI 2023)https://hal.science/hal-0386521220th IEEE

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Book

Interpretability of Machine Learning Methods Applied to Neuroimaging

Subjects: Deep learning; Machine learning; Saliency

  • Source: Machine Learning for Brain Disorders ; https://hal.science/hal-03615163 ; Olivier Colliot. Machine Learning for Brain Disorders, Springer, 2023, ⟨10.1007/978-1-0716-3195-9_22⟩

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Conference

Reconstruction of Spectra from Interferometric Measurements (poster)

Subjects: [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]Paris; France

  • Source: Co-conception : capteurs hybrides et algorithmes pour des systèmes innovants ; https://hal.science/hal-04302003 ; Co-conception : capteurs hybrides et algorithmes pour des systèmes innovants, Nov

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Conference

Non-identifiability visualisation algorithms ; Algorithmes de visualisation de non-identifiabilité

Subjects: Problème inverse; Identifiabilité; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingGrenoble; France

  • Source: GRETSI 2023 ; XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023) ; https://hal.science/hal-04138308 ; XXIXème Colloque Francophone de Traitement du Signal et des Images

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Conference

Guilloche Detection for ID Authentication: A Dataset and Baselines

Subjects: Guilloche pattern; Contrastive learning; Adversarial learningPoitiers; France

  • Source: IEEE 25th International Workshop on Multimedia Signal Processing ; https://hal.science/hal-04282909 ; IEEE 25th International Workshop on Multimedia Signal

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Conference

All Predictions Matter: an Online Video Prediction Approach

Subjects: Extrapolation video prediction online learning metric segmentation; Extrapolation; video predictionGjøvik; Norway

  • Source: 11th European Workshop on Visual Information Processinghttps://centralesupelec.hal.science/hal-0420413011th European Workshop on Visual Information

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Conference

JADE OWL: JPEG 2000 forensics by wavelet offset consistency analysis

Subjects: Image forgery detection; JPEG 2000; a contrario detectionDalian; China

  • Source: International Conference on Image, Vision and Computing (ICIVC) ; https://hal.science/hal-04159673 ; International Conference on Image,

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Conference

A Contrario Mosaic Analysis for Image Forensics

Subjects: Positional learning; Image Forgery Detection; DemosaicingKumamoto; JapanKumamoto, Japan

  • Source: Advanced Concepts for Intelligent Vision Systems (ACIVS) ; https://hal.science/hal-04185508 ; Advanced Concepts for Intelligent Vision Systems (ACIVS), Springer, Aug 2023, Kumamoto, Japan

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Conference

Homographies structurées pour l’alignement de couches spectrales

Subjects: [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]Grenoble; France

  • Source: XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023) ; https://hal.science/hal-04130466 ; XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI

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Conference

Model-based spectral reconstruction of interferometric acquisitions

Subjects: Interferometry; Inverse problems; InterpretabilityRhodes Island; Greece

  • Source: ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.science/hal-03833387 ; ICASSP 2023 - IEEE International Conference

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Conference

Non-identifiability visualisation algorithms ; Algorithmes de visualisation de non-identifiabilité

Subjects: Problème inverse; Identifiabilité; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingGrenoble; France

  • Source: GRETSI 2023 ; XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023) ; https://hal.science/hal-04138308 ; XXIXème Colloque Francophone de Traitement du Signal et des Images

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Conference

Filtered Residual Compression for Satellite Images

Subjects: Deep Image Compression; Satellite Application; Residual CompressionCA; United States

  • Source: IGARSS 2023 - International Geoscience and Remote Sensing Symposium ; https://hal.science/hal-04125811 ; IGARSS 2023 - International Geoscience and Remote Sensing Symposium, IEEE Geoscience and Remote

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Book

Interpretability of Machine Learning Methods Applied to Neuroimaging

Subjects: Deep learning; Machine learning; Saliency

  • Source: Machine Learning for Brain Disorders ; https://hal.science/hal-03615163 ; Olivier Colliot. Machine Learning for Brain Disorders, Springer, In press

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Book

Deep learning: basics and convolutional neural networks (CNN)

Subjects: Perceptrons; Backpropagation; Convolutional neural networks

  • Source: Machine Learning for Brain Disorders ; https://hal.science/hal-03957224 ; Olivier Colliot. Machine Learning for Brain Disorders, Springer, In press

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Academic Journal

Dense Visual Odometry Using Genetic Algorithm

Subjects: camera motion; genetic Algorithm; RGB-D images

  • Source: ISSN: 2147-6799 ; International Journal of Intelligent Systems and Applications in Engineering ; https://hal.science/hal-04274482 ; International Journal of Intelligent Systems and Applications in

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Academic Journal

RV-TMO: Large-Scale Dataset for Subjective Quality Assessment of Tone Mapped Images

Subjects: image quality evaluation; pairwise comparison; tone mapping operators

  • Source: ISSN: 1520-9210 ; IEEE Transactions on Multimedia ; https://hal.science/hal-03760617 ; IEEE Transactions on Multimedia, 2023, 25, pp.6013-6025. ⟨10.1109/TMM.2022.3203211⟩.

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Academic Journal

Multi-temporal speckle reduction with self-supervised deep neural networks

Subjects: SAR; image despeckling; deep learning

  • Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://telecom-paris.hal.science/hal-03907022 ; IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.

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Academic Journal

Monitoring Seasonal Fluctuations in Saline Lakes of Tunisia Using Earth Observation Data Processed by GRASS GIS

Subjects: GRASS GIS; remote sensing; image processing

  • Source: ISSN: 2073-445X ; Land ; https://hal.science/hal-04265828 ; Land, 2023, 12 (11), pp.1995. ⟨10.3390/land12111995⟩.

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Academic Journal

Deep-Based Film Grain Removal and Synthesis

Subjects: Image processing; film grain removal; film grain synthesis

  • Source: ISSN: 1057-7149 ; IEEE Transactions on Image Processing ; https://hal.science/hal-04223054 ; IEEE Transactions on

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Academic Journal

Image Segmentation of the Sudd Wetlands in South Sudan for Environmental Analytics by GRASS GIS Scripts

Subjects: Earth Sciences; Africa; environmental monitoring

  • Source: ISSN: 2813-2203 ; Analytics ; https://hal.science/hal-04214295 ; Analytics, 2023, 2 (3), pp.745-780. ⟨10.3390/analytics2030040⟩ ; https://www.mdpi.com/2813-2203/2/3/40.

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