Zakaria Kerkaou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Attention Mechanism

Stereo Matching

Top Venues

Multim. Tools Appl.

J. Electronic Imaging

Publications

Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Thomas De Lange
ViTCA-Net: a framework for disease detection in video capsule endoscopy images using a vision transformer and convolutional neural network with a specific attention mechanism. Multim. Tools Appl. 83 (23) (2024)
Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi
ConV-ViT: Feature Fusion-based Detection of Gastrointestinal Abnormalities using CNN and ViT in WCE Images. WINCOM (2023)
Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi, Redouan Lahmyed
Omnidirectional spatio-temporal matching based on machine learning. Soft Comput. 27 (9) (2023)
Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi
Gastrointestinal diseases classification based on deep learning and transfer learning mechanism. WINCOM (2022)
Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou
A novel visible spectrum images-based pedestrian detection and tracking system for surveillance in non-controlled environments. Multim. Tools Appl. 81 (27) (2022)
Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou
Automatic road sign detection and recognition based on neural network. Soft Comput. 26 (4) (2022)
Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi, Redouan Lahmyed
Dense spatio-temporal stereo matching for intelligent driving systems. IET Image Process. 15 (3) (2021)
Zakaria Kerkaou, Mohamed El Ansari
Support vector machines based stereo matching method for advanced driver assistance systems. Multim. Tools Appl. 79 (37-38) (2020)
Redouan Lahmyed, Mohamed El Ansari, Alain Trémeau, Zakaria Kerkaou
Camera-light detection and ranging data fusion-based system for pedestrian detection. J. Electronic Imaging 27 (06) (2018)
Zakaria Kerkaou, Nawal Alioua, Mohamed El Ansari, Lhoussaine Masmoudi
Edge points-based stereo matching approach for omnidirectional images. J. Electronic Imaging 27 (05) (2018)
Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi
Fast spatio-temporal stereo matching method for omnidirectional images. WINCOM (2018)