Zakaria Kerkaou

Gastrointestinal diseases classification based on deep learning and transfer learning mechanism

Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari et al. · 2022 · 26 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +23

A Multiscale Polyp Detection Approach for GI Tract Images Based on Improved DenseNet and Single-Shot Multibox Detector

Meryem Souaidi, Samira Lafraxo, Zakaria Kerkaou et al. · Diagnostics · 2023 · 23 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +22

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

Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari et al. · Multimedia Tools and Applications · 2024 · 20 citations

Image Classification, Convolutional Neural Network, Machine Vision +15

Automatic road sign detection and recognition based on neural network

Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou · Soft Computing · 2022 · 17 citations

Pattern Recognition, Neural Network, Image Analysis +1

Edge points-based stereo matching approach for omnidirectional images

Zakaria Kerkaou · Journal of Electronic Imaging · 2018 · 10 citations

Geometric Modeling, Image Analysis, Machine Vision +15