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Collaborations and top research areas from the last five years
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Deep-Learning Uncertainty Estimation for Data-Consistent Breast Tomosynthesis Reconstruction
Quillent, A., Bismuth, V., Bloch, I., Kervazo, C. & Ladjal, S., 1 Jan 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deep unrolling of the multiplicative updates algorithm for blind source separation, with application to hyperspectral unmixing
Kervazo, C., Chetoui, A. & Cohen, J. E., 1 Jan 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 656-660 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Generating synthetic data to train a deep unrolled network for Hyperspectral Unmixing
Hadjeres, R., Kervazo, C. & Tupin, F., 1 Jan 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1861-1865 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Unsupervised radiometric change detection from synthetic aperture radar images
Bultingaire, T., Meraoumia, I., Kervazo, C., Denis, L. & Tupin, F., 1 Jan 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 2217-2221 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images Using Fully Synthetic Training
Xu, X., Gousseau, Y., Kervazo, C. & Ladjal, S., 1 Jan 2024, 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2024. IEEE Computer Society, (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Wavelet-Based Sparse Non-Negative Matrix Factorization for Bioluminescent Imaging Unmixing
Dereure, E., Kervazo, C., Seguin, J., Garofalakis, A., Mignet, N., Angelini, E. & Olivo-Marin, J. C., 1 Jan 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction
Quillent, A., Bismuth, V., Bloch, I., Kervazo, C. & Ladjal, S., 1 Jan 2023, In: Proceedings of Machine Learning Research. 227, p. 1813-1825 13 p.Research output: Contribution to journal › Conference article › peer-review
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Smoothed separable nonnegative matrix factorization
Nadisic, N., Gillis, N. & Kervazo, C., 1 Nov 2023, In: Linear Algebra and Its Applications. 676, p. 174-204 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Sparse Non-Negative Matrix Factorization for Preclinical Bioluminescent Imaging
Dereure, E., Kervazo, C., Seguin, J., Garofalakis, A., Mignet, N., Angelini, E. & Olivo-Marin, J. C., 1 Jan 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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UNROLLING PALM FOR SPARSE SEMI-BLIND SOURCE SEPARATION
Fahes, M., Kervazo, C., Bobin, J. & Tupin, F., 1 Jan 2022.Research output: Contribution to conference › Paper › peer-review