Zakaria Kerkaou

17 papers C 5Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pyramid Vision Transformer-Based Multi-Scale Feature Fusion and CNN Decoder for Accurate Colon Polyp Segmentation.
IEEE Access
Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2025 J jnl
InCoLoTransNet: An Involution-Convolution and Locality Attention-Aware Transformer for Precise Colorectal Polyp Segmentation in GI Images.
J. Imaging Inform. Medicine
Yassine Oukdach, Anass Garbaz, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Mouna Salihoun
2025 J jnl
SEDARU-net: a squeeze-excitation dilated based residual U-Net with attention mechanism for automatic melanoma lesion segmentation.
Multim. Tools Appl.
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi
2024 C conf
AttDenseUnet : Segmentation of Polyps from Colonoscopic Images Based on Attention-DenseNet-Unet Architecture.
WINCOM
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi
2024 J jnl
UViT-Seg: An Efficient ViT and U-Net-Based Framework for Accurate Colorectal Polyp Segmentation in Colonoscopy and WCE Images.
J. Imaging Inform. Medicine
Yassine Oukdach, Anass Garbaz, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Mouna Salihoun
2024 C conf
VGG16U-Net with Attention Based Semantic Segmentation of Gastrointestinal Abnormalities.
WINCOM
Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Samira Lafraxo, Meryem Souaidi
2024 J jnl
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.
Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Thomas de Lange
2023 C conf
ConV-ViT: Feature Fusion-based Detection of Gastrointestinal Abnormalities using CNN and ViT in WCE Images.
WINCOM
Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi
2023 J jnl
Omnidirectional spatio-temporal matching based on machine learning.
Soft Comput.
Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi, Redouan Lahmyed
2022 J jnl
A novel visible spectrum images-based pedestrian detection and tracking system for surveillance in non-controlled environments.
Multim. Tools Appl.
Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou
2022 J jnl
Automatic road sign detection and recognition based on neural network.
Soft Comput.
Redouan Lahmyed, Mohamed El Ansari, Zakaria Kerkaou
2022 C conf
Gastrointestinal diseases classification based on deep learning and transfer learning mechanism.
WINCOM
Yassine Oukdach, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi
2021 J jnl
Dense spatio-temporal stereo matching for intelligent driving systems.
IET Image Process.
Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi, Redouan Lahmyed
2020 J jnl
Support vector machines based stereo matching method for advanced driver assistance systems.
Multim. Tools Appl.
Zakaria Kerkaou, Mohamed El Ansari
2018 J jnl
Camera-light detection and ranging data fusion-based system for pedestrian detection.
J. Electronic Imaging
Redouan Lahmyed, Mohamed El Ansari, Alain Trémeau, Zakaria Kerkaou
2018 J jnl
Edge points-based stereo matching approach for omnidirectional images.
J. Electronic Imaging
Zakaria Kerkaou, Nawal Alioua, Mohamed El Ansari, Lhoussaine Masmoudi
2018 C conf
Fast spatio-temporal stereo matching method for omnidirectional images.
WINCOM
Zakaria Kerkaou, Mohamed El Ansari, Lhoussaine Masmoudi