Zakaria Kerkaou

According to our database, Zakaria Kerkaou authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

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, Lahcen Koutti, Ahmed Fouad El Ouafdi, Thomas de Lange

Multim. Tools Appl., July, 2024

AttDenseUnet : Segmentation of Polyps from Colonoscopic Images Based on Attention-DenseNet-Unet Architecture.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi

Proceedings of the 11th International Conference on Wireless Networks and Mobile Communications, 2024

VGG16U-Net with Attention Based Semantic Segmentation of Gastrointestinal Abnormalities.

Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Samira Lafraxo, Meryem Souaidi

Proceedings of the 11th International Conference on Wireless Networks and Mobile Communications, 2024

2023

Omnidirectional spatio-temporal matching based on machine learning.

Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi, Redouan Lahmyed

Soft Comput., May, 2023

ConV-ViT: Feature Fusion-based Detection of Gastrointestinal Abnormalities using CNN and ViT in WCE Images.

Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

2022

A novel visible spectrum images-based pedestrian detection and tracking system for surveillance in non-controlled environments.

Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou

Multim. Tools Appl., November, 2022

Automatic road sign detection and recognition based on neural network.

Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou

Soft Comput., 2022

Gastrointestinal diseases classification based on deep learning and transfer learning mechanism.

Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi

Proceedings of the 9th International Conference on Wireless Networks and Mobile Communications, 2022

2021

Dense spatio-temporal stereo matching for intelligent driving systems.

Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi, Redouan Lahmyed

IET Image Process., 2021

2020

Support vector machines based stereo matching method for advanced driver assistance systems.

Zakaria Kerkaou, Mohamed El Ansari

Multim. Tools Appl., 2020

2018

Camera-light detection and ranging data fusion-based system for pedestrian detection.

Redouan Lahmyed, Mohamed El Ansari, Alain Trémeau, Zakaria Kerkaou

J. Electronic Imaging, 2018

Edge points-based stereo matching approach for omnidirectional images.

Zakaria Kerkaou, Nawal Alioua, Mohamed El Ansari, Lhoussaine Masmoudi

J. Electronic Imaging, 2018

Fast spatio-temporal stereo matching method for omnidirectional images.

Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi

Proceedings of the 6th International Conference on Wireless Networks and Mobile Communications, 2018