Abnormal event detection using convolutional neural networks and 1-class SVM classifier. - Samir Bouindour; Mohamad Mazen Hittawe; Sandy Mahfouz; Hichem Snoussi (ICDP, 2017)

Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams. - Samir Bouindour; Ronghua Hu; Hichem Snoussi (AIKE, 2019)

Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network. - Ronghua Hu; Samir Bouindour; Hichem Snoussi; Abel Cherouat; Charbel Chahla (AIKE, 2019)

Hybrid deep learning and HOF for Anomaly Detection. - Slim Hamdi; Samir Bouindour; Kais Loukil; Hichem Snoussi; Mohamed Abid (CoDIT, 2019)

Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos. - Slim Hamdi; Samir Bouindour; Kais Loukil; Hichem Snoussi; Mohamed Abid (ICAART (2), 2020)

G2D: Generate to Detect Anomaly. - Masoud PourReza; Bahram Mohammadi; Mostafa Khaki; Samir Bouindour; Hichem Snoussi; Mohammad Sabokrou (WACV, 2021)

End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream. - Slim Hamdi; Samir Bouindour; Hichem Snoussi; Tian Wang 002; Mohamed Abid (J. Imaging, 2021)