Multi-stage fusion of local and global features based classification for traffic sign recognition. - Samira El Margae; Sanae Berraho; Mounir Ait Kerroum; Youssef Fakhri (ICMCS, 2014)

Statistical block-based DWT features for digital mammograms classification. - Sanae Berraho; Samira El Margae; Mounir Ait Kerroum; Youssef Fakhri (SITA, 2014)

Traffic Sign Recognition based on multi-block LBP features using SVM with normalization. - Samira El Margae; Sanae Berraho; Mounir Ait Kerroum; Youssef Fakhri (SITA, 2014)

Texture classification based on curvelet transform and extreme learning machine with reduced feature set. - Sanae Berraho; Samira El Margae; Mounir Ait Kerroum; Youssef Fakhri (Multim. Tools Appl., 2017)