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USD 80 /hr
Hire Kinan A.
France
USD 80 /hr

Researcher and consultant specializing in signal & image processing, diffusion models, and inverse problems.

Profile Summary
Subject Matter Expertise
Services
Writing Technical Writing, General Proofreading & Editing
Research Technology Scouting, Scientific and Technical Research, Systematic Literature Review
Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Big Data Analytics, Data Cleaning, Data Processing, Data Insights
Product Development Product Evaluation
Work Experience

École Normale Supérieure de Lyon

July 2024 - Present

Education

PhD

Université du Littoral Cote d'Opale - France

June 2021 - September 2024

Certifications
Publications
CONFERENCE PAPER
Diffusion Models for Multifractal Texture Synthesis @inproceedings{abbas:hal-05116753, TITLE = {{Diffusion Models for Multifractal Texture Synthesis}}, AUTHOR = {Abbas, Kinan and Abry, Patrice and Roux, St{\'e}phane G.}, URL = {https://hal.science/hal-05116753}, BOOKTITLE = {{The 33rd European Signal Processing Conference (EUSIPCO 2025)}}, ADDRESS = {Palerme (Italie), Italy}, YEAR = {2025}, MONTH = Sep, KEYWORDS = {Diffusion Models Multifractal Textures Texture Synthesis Wavelet-Leader Analysis Noise Schedulers ; Diffusion Models ; Multifractal Textures ; Texture Synthesis ; Wavelet-Leader Analysis ; Noise Schedulers}, PDF = {https://hal.science/hal-05116753v1/file/EUSIPCO_2025.pdf}, HAL_ID = {hal-05116753}, HAL_VERSION = {v1}, } .
Méthode comprimée et distribuée de factorisation pondérée en matrices non-négatives pour les matrices de grande dimension @inproceedings{puigt:hal-05129837, TITLE = {{M{\'e}thode comprim{\'e}e et distribu{\'e}e de factorisation pond{\'e}r{\'e}e en matrices non-n{\'e}gatives pour les matrices de grande dimension}}, AUTHOR = {Puigt, Matthieu and El Hyani, Asmae and Abbas, Kinan and Roussel, Gilles and Caron, Guillaume}, URL = {https://hal.science/hal-05129837}, BOOKTITLE = {{XXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI 2025)}}, ADDRESS = {Strasbourg, France}, YEAR = {2025}, MONTH = Sep, HAL_ID = {hal-05129837}, HAL_VERSION = {v1}, } .
Méthodes parcimonieuses de déconvolution et démélange pour les images multispectrales "snapshot" @inproceedings{abbas:hal-04129211, TITLE = {{M{\'e}thodes parcimonieuses de d{\'e}convolution et d{\'e}m{\'e}lange pour les images multispectrales ''snapshot''}}, AUTHOR = {Abbas, Kinan and Puigt, Matthieu and Delmaire, Gilles and Roussel, Gilles}, URL = {https://ulco.hal.science/hal-04129211}, BOOKTITLE = {{XXIX{\`e}me Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023)}}, ADDRESS = {Grenoble, France}, PAGES = {749-752}, YEAR = {2023}, MONTH = Aug, PDF = {https://ulco.hal.science/hal-04129211/file/kampgdgr_Gretsi2023.pdf}, HAL_ID = {hal-04129211}, HAL_VERSION = {v1}, } .
Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images @inproceedings{abbas:hal-03992002, TITLE = {{Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images}}, AUTHOR = {Abbas, Kinan and Puigt, Matthieu and Delmaire, Gilles and Roussel, Gilles}, URL = {https://hal.science/hal-03992002}, BOOKTITLE = {{ICASSP 2023 - 2023 International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}}, ADDRESS = {Rhodes, Greece}, ORGANIZATION = {{IEEE}}, YEAR = {2023}, MONTH = Jun, KEYWORDS = {Snapshot Spectral Imaging ; Unmixing ; Demosaicing ; Low Rank Models}, HAL_ID = {hal-03992002}, HAL_VERSION = {v1}, } .
Filtering-based endmember estimation from snapshot spectral images @inproceedings{abbas:hal-03728944, TITLE = {{Filtering-based endmember estimation from snapshot spectral images}}, AUTHOR = {Abbas, Kinan and Puigt, Matthieu and Delmaire, Gilles and Roussel, Gilles}, URL = {https://hal.science/hal-03728944}, BOOKTITLE = {{2nd Workshop on Low-Rank Models and Applications (LRMA'22)}}, ADDRESS = {Mons, Belgium}, YEAR = {2022}, MONTH = Sep, HAL_ID = {hal-03728944}, HAL_VERSION = {v1}, } .
Filtering-based endmember identification method for snapshot spectral images @inproceedings{abbas:hal-03685133, TITLE = {{Filtering-based endmember identification method for snapshot spectral images}}, AUTHOR = {Abbas, Kinan and Puigt, Matthieu and DELMAIRE, GILLES and Roussel, Gilles}, URL = {https://hal.archives-ouvertes.fr/hal-03685133}, BOOKTITLE = {{2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)}}, ADDRESS = {Roma, Italy}, SERIES = {Proc. of 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)}, YEAR = {2022}, MONTH = Sep, HAL_ID = {hal-03685133}, HAL_VERSION = {v1}, } .
Méthode de démélange et dématriçage conjoints fondée sur la complétion de rang un pour les images multispectrales « snapshot » @inproceedings{abbas:hal-03684733, TITLE = {{M{\'e}thode de d{\'e}m{\'e}lange et d{\'e}matri{\c c}age conjoints fond{\'e}e sur la compl{\'e}tion de rang un pour les images multispectrales `` snapshot ''}}, AUTHOR = {Abbas, Kinan and Puigt, Matthieu and DELMAIRE, GILLES and Roussel, Gilles}, URL = {https://hal.archives-ouvertes.fr/hal-03684733}, BOOKTITLE = {{XXVIII{\`e}me Colloque Francophone de Traitement du Signal et des Images (GRETSI)}}, ADDRESS = {Nancy, France}, YEAR = {2022}, MONTH = Sep, HAL_ID = {hal-03684733}, HAL_VERSION = {v1}, } .
Joint Demosaicing and Unmixing in Snapshot Spectral Images @inproceedings{abbas:hal-03579243, TITLE = {{Joint Demosaicing and Unmixing in Snapshot Spectral Images}}, AUTHOR = {Abbas, Kinan and Puigt, Matthieu and DELMAIRE, GILLES and Roussel, Gilles}, URL = {https://hal.archives-ouvertes.fr/hal-03579243}, BOOKTITLE = {{Journ{\'e}es Imagerie Optique Non Conventionnelle des GdR ISIS et GdR ONDES}}, ADDRESS = {Paris, France}, YEAR = {2022}, MONTH = Mar, HAL_ID = {hal-03579243}, HAL_VERSION = {v1}, } .
JOURNAL ARTICLE
Fabry-Perot Spectral Deconvolution with Entropy-weighted Penalization @article{abbas:hal-04663774, TITLE = {{Fabry-Perot Spectral Deconvolution with Entropy-weighted Penalization}}, AUTHOR = {Abbas, Kinan and Chatelain, Pierre and Puigt, Matthieu and Delmaire, Gilles and Roussel, Gilles}, URL = {https://hal.science/hal-04663774}, JOURNAL = {{IEEE Sensors Letters}}, PUBLISHER = {{IEEE}}, VOLUME = {8}, NUMBER = {9}, PAGES = {1-4}, YEAR = {2024}, MONTH = Sep, DOI = {10.1109/LSENS.2024.3439209}, KEYWORDS = {Sensor signal processing ; Hyperspectral Imaging ; CMOS sensors ; Fabry-Perot ; Calibration ; Spectral Correction}, PDF = {https://hal.science/hal-04663774v2/file/kapcmpgdgr_IEEE_SL_2024.pdf}, HAL_ID = {hal-04663774}, HAL_VERSION = {v2}, } . IEEE Sensors Letters.
Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel(2024). Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: a Matrix-Completion Framework . IEEE Transactions on Computational Imaging.
Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel(2024). Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: a Filtering-Based Framework . IEEE Transactions on Computational Imaging.