Arabic handwritten text line extraction using connected component analysis from a multi agent perspective. - Youssef Boulid; Abdelghani Souhar; Mohamed El Youssfi El Kettani (ISDA, 2015)

Efficient Way of Feature Extraction for the Recognition of Handwritten Arabic Characters. - Youssef Boulid; Abdelghani Souhar; Mohamed Youssfi Elkettani (IntelliSys (2), 2016)

Detection of Text Lines of Handwritten Arabic Manuscripts using Markov Decision Processes. - Youssef Boulid; Abdelghani Souhar; Mohamed El Youssfi El Kettani (Int. J. Interact. Multim. Artif. Intell., 2016)

New Image Steganography Method Based on K-means Clustering. - Ismail Kich; El Bachir Ameur; Abdelghani Souhar (BDCA, 2017)

Watershed transform for text lines extraction on binary Arabic handwriten documents. - Abdelghani Souhar; Youssef Boulid; El Bachir Ameur; Mly. M. Ouagague (BDCA, 2017)

Handwritten Character Recognition Based on the Specificity and the Singularity of the Arabic Language. - Youssef Boulid; Abdelghani Souhar; Mohamed Youss Elkettani (Int. J. Interact. Multim. Artif. Intell., 2017)

Multi-agent Systems for Arabic Handwriting Recognition. - Youssef Boulid; Abdelghani Souhar; Mohamed Youss Elkettani (Int. J. Interact. Multim. Artif. Intell., 2017)

Segmentation of Arabic Handwritten Documents into Text Lines using Watershed Transform. - Abdelghani Souhar; Youssef Boulid; El Bachir Ameur; Mly. M. Ouagague (Int. J. Interact. Multim. Artif. Intell., 2017)

Fuzzy Hamming Distance and Perfect Face Ratios Based Face Sketch Recognition. - Khalid Ounachad; Abdelalim Sadiq; Abdelghani Souhar (CIST, 2018)

Spatial and Textural Aspects for Arabic Handwritten Characters Recognition. - Youssef Boulid; Abdelghani Souhar; Mly. M. Ouagague (Int. J. Interact. Multim. Artif. Intell., 2018)

Handwritten Arabic Documents Segmentation into Text Lines using Seam Carving. - Mehdi Daldali; Abdelghani Souhar (Int. J. Interact. Multim. Artif. Intell., 2019)

Face Sketch Recognition-An Overview. - Khalid Ounachad; Mohamed Oualla; Abdelghani Souhar; Abdelalim Sadiq (NISS, 2020)

Structured learning and prediction in face sketch gender classification and recognition. - Khalid Ounachad; Mohamed Oualla; Abdelghani Souhar; Abdelalim Sadiq (Int. J. Comput. Vis. Robotics, 2020)

Facial Emotion Recognition Using Average Face Ratios and Fuzzy Hamming Distance. - Khalid Ounachad; Mohamed Oualla; Abdelalim Sadiq; Abdelghani Souhar (J. Autom. Mob. Robotics Intell. Syst., 2021)

Handwritten Arabic characters recognition using Capsule Networks. - Daldali Mehdi; Abdelghani Souhar (WINCOM, 2022)