Color image compression based on wavelet transform and support vector regression. - Nadia Zikiou; Mourad Lahdir; Soltane Ameur (IPAS, 2014)

Support vector regression-based 3D-wavelet texture learning for hyperspectral image compression. - Nadia Zikiou; Mourad Lahdir; David Helbert (Vis. Comput., 2020)

Enhancing hyperspectral image compression using learning-based super-resolution technique. - Mohand Ouahioune; Soltane Ameur; Mourad Lahdir (Earth Sci. Informatics, 2021)

Fast Hyperspectral Image Encoder Based on Supervised Multimodal Scheme. - Leila Akrour; Soltane Ameur; Mourad Lahdir; Régis Fournier; Amine Naït-Ali (Int. J. Image Graph., 2021)

Remote Sensing and Machine Learning for Accurate Fire Severity Mapping in Northern Algeria. - Nadia Zikiou; Holly E. Rushmeier; Manuel I. Capel; Tarek Kandakji; Nelson Rios; Mourad Lahdir (Remote. Sens., 2024)