Zakaria Kerkaou

17 papers C 5Journal 12

Year	Rank	Type	Title / 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