An automatic image registration scheme based on the nonsubsampled contourlet transform. - Chahira Serief; Mourad Barkat; Youcef Bentoutou (ISSPA, 2007)

Elastic registration of remote-sensing images based on the nonsubsampled contourlet transform. - Chahira Serief; Mourad Barkat; Youcef Bentoutou (EUSIPCO, 2008)

Zernike moments and svm for shape classification in very high resolution satellite images. - Habib Mahi; Hadria Isabaten; Chahira Serief (Int. Arab J. Inf. Technol., 2014)

Deep-Learning-Based System for Change Detection Onboard Earth Observation Small Satellites. - Chahira Serief; Youcef Ghelamallah; Youcef Bentoutou (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)