Alexandre Zouaoui

According to our database, Alexandre Zouaoui authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Sparse and Archetypal Decomposition Algorithms for Hyperspectral Image Restoration and Spectral Unmixing. (Algorithmes de décomposition parcimonieuse et archétypale pour la restauration d'images hyperspectrales et le démélange spectral).

Alexandre Zouaoui

PhD thesis, 2024

Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package.

Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2024

MLXP: A framework for conducting replicable Machine Learning eXperiments in Python.

Michael Arbel, Alexandre Zouaoui

CoRR, 2024

Fast Semi-supervised Unmixing using Non-convex Optimization.

Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

CoRR, 2024

MLXP: A framework for conducting replicable experiments in Python.

Michael Arbel, Alexandre Zouaoui

Proceedings of the 2nd ACM Conference on Reproducibility and Replicability, 2024

2023

Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing.

Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal

IEEE Trans. Image Process., 2023

SUnAA: Sparse Unmixing Using Archetypal Analysis.

Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

IEEE Geosci. Remote. Sens. Lett., 2023

Hysupp: An Open-Source Hyperspectral Unmixing Python Package.

Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration.

Théo Bodrito, Alexandre Zouaoui, Jocelyn Chanussot, Julien Mairal

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021