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Author

Alaa El Ichi

Observed names: A. El Ichi, Alaa EL ICHI, Ichi, A. El
Institutions: ISEN Ouest, LabISEN
ORCID: 0009-0001-0518-8853
Observed ORCID: 0009-0001-0518-8853
OpenAlex ID: A5072202242
On tensor GMRES and Golub-Kahan methods via the T-product for color image processing
2021 · Mohamed El Guide, Alaa El Ichi, et al. · Electronic Journal of Linear Algebra · 49
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Tensor Krylov subspace methods via the Einstein product with applications to image and video processing
2022 · M. El Guide, A. El Ichi, et al. · Applied Numerical Mathematics · 35
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On tensor tubal-Krylov subspace methods
2021 · Alaa El Ichi, Khalide Jbilou, et al. · Linear and Multilinear Algebra · 15
Tensor Global Extrapolation Methods Using the n-Mode and the Einstein Products
2020 · Alaa El Ichi, Khalide Jbilou, et al. · Mathematics · 13
Tensor extrapolation methods with applications
2020 · F. P. A. Beik, A. El Ichi, et al. · Numerical Algorithms · 12
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Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems
2021 · Guide, M. El, Ichi, A. El, et al. · arXiv (Cornell University) · 5
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Optimizing YOLOv8n using hOSVD for efficient object detection: towards real-time video surveillance applications
2025 · Alaa EL ICHI, Wissam Kaddah, et al. · Signal Image and Video Processing · 4
Discrete cosine transform LSQR methods for multidimensional ill-posed problems
2022 · M. El Guide, Alaa El Ichi, et al. · HAL · 4
Multilinear Discriminant Analysis using a new family of tensor-tensor products
2022 · Dufrenois, F., Ichi, A. El, et al. · arXiv (Cornell University) · 3
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MASCA: Multiscale Adaptive Spectral Component Analysis for Hyperspectral Image Classification
2026 · Alaa El Ichi, Olga Assainova, et al. · IEEE Geoscience and Remote Sensing Letters · 2
TER-FCN: Tensor Einstein Reduced Fully Connected Network applied to Region-based Convolutional Neural Networks for object detection
2025 · Alaa EL ICHI, Wissam KADDAH, et al. · Signal Image and Video Processing · 2
SPTPCA: Structure-Preserving Tensor Principal Component Analysis for Hyperspectral Dimensionality Reduction
2025 · Alaa El Ichi, Olga Assainova, et al. · IEEE Signal Processing Letters · 2
On some tensor tubal-Krylov subspace methods via the T-product
2020 · Ichi, A. El, Jbilou, K., et al. · arXiv (Cornell University) · 2
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Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations
2024 · Bouyghf, F., Guide, M. El, et al. · arXiv (Cornell University) · 1
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Tensor-algebraic framework for vision transformers via cosine product
2026 · A. El Ichi, K. Jbilou, et al. · Neurocomputing
DCT-ResNetFA:a hybrid spectral-spatial ResNet with frequency adaptive attention for efficient hyperspectral image classification
2026 · Alaa El Ichi, Mohammed El Amine Bechar, et al. · SPIE Pattern Recognition and Prediction
Tensor deep-anomaly: robust tensor classifier for video anomaly detection in surveillance videos
2025 · Alaa El Ichi, Wissam Kaddah, et al. · Multimedia Tools and Applications
Works count: 17
Citation count: 149
H-index: 5
I10-index: 5
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