Lahcen Koutti

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 32

Top Topics

Convolutional Neural Network

Articulated Hand

Capsule Endoscopy

Stereo Matching

Top Venues

Multim. Tools Appl.

Publications

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
Computer-aided system for bleeding detection in WCE images based on CNN-GRU network. Multim. Tools Appl. 83 (7) (2024)
Khalid El Amraoui, Ziqiang Pu, Lahcen Koutti, Lhoussaine Masmoudi, José Valente de Oliveira
A super resolution method based on generative adversarial networks with quantum feature enhancement: Application to aerial agricultural images. Neurocomputing 577 (2024)
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)
Mohamed Snoussi, Ayoub Tamim, Salma El Fellah, Lahcen Koutti
Spatiotemporal Prediction of Monthly Coastal Upwelling Scenario in SST Fields Using Deep-Learning-Based Models. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Mohamed Achraf Belabbes, Yassine Oukdach, Meryem Souaidi, Lahcen Koutti, Said Charfi
Advancements in Polyp Detection: A Developed Single Shot Multibox Detector Approach. IEEE Access 12 (2024)
Said Charfi, Mohamed El Ansari, Lahcen Koutti, Ayoub Ellahyani, Ilyas El Jaafari
Modified residual attention network for abnormalities segmentation and detection in WCE images. Soft Comput. 28 (9-10) (2024)
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
GastroSegNet: Polyp Segmentation using Colonoscopic Images Based on AttentionU-net Architecture. WINCOM (2023)
Anass Garbaz, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
Bleeding Segmentation Based on a Bleeding Feature Engagement Module in Wireless Capsule Endoscopy. SITIS (2023)
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)
Noureddine Moussa, Edmond Nurellari, Kebira Azbeg, Abdellah Boulouz, Karim Afdel, Lahcen Koutti, Mohamed Ben Salah, Abdelbaki El Belrhiti El Alaoui
A reinforcement learning based routing protocol for software-defined networking enabled wireless sensor network forest fire detection. Future Gener. Comput. Syst. 149 (2023)
Meryem Souaidi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
GP-SSD: Real-Time Automatic Detection of Polyp Diseases from Gastrointestinal Endoscopic Images. SITIS (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)
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
Melanoma Lesion Recognition using Deep Convolutional Neural Network and Global Average Pooling. CommNet (2022)
Anass Garbaz, Samira Lafraxo, Said Charfi, Mohamed El Ansari, Lahcen Koutti
Bleeding classification in Wireless Capsule Endoscopy Images based on Inception-ResNet-V2 and CNNs. CIBCB (2022)
Rachid Adrdor, Lahcen Koutti
Improvement of Arc Consistency in Asynchronous Forward Bounding Algorithm. AI (2022)
Mahassine Defaoui, Lahcen Koutti, Mohamed El Ansari, Redouan Lahmyed, Lhoussaine Masmoudi
PedVis-VGG-16: A Fine-tuned deep convolutional neural network for pedestrian image classifications. WINCOM (2022)
Rachid Adrdor, Lahcen Koutti
Using Directional Arc Consistency with Asynchronous Forward-Bounding algorithm. OVERLAY@GandALF (2021)
Rachid Adrdor, Lahcen Koutti
Asynchronous Forward-Bounding algorithm with Directional Arc Consistency. ICLP Workshops (2021)
Abdessamad Elboushaki, Rachida Hannane, Karim Afdel, Lahcen Koutti
Improving articulated hand pose detection for static finger sign recognition in RGB-D images. Multim. Tools Appl. 79 (39-40) (2020)
Abdessamad Elboushaki, Rachida Hannane, Karim Afdel, Lahcen Koutti
MultiD-CNN: A multi-dimensional feature learning approach based on deep convolutional networks for gesture recognition in RGB-D image sequences. Expert Syst. Appl. 139 (2020)
Hanane Bais, Mustapha Machkour, Lahcen Koutti
A model of a generic Arabic language interface for multimodel database. Int. J. Speech Technol. 23 (3) (2020)
Hanane Bais, Mustapha Machkour, Lahcen Koutti
An independent-domain natural language interface for multimodel databases. Int. J. Comput. Intell. Stud. 8 (3) (2019)
Hanane Bais, Mustapha Machkour, Lahcen Koutti
An Arabic natural language interface for querying relational databases based on natural language processing and graph theory methods. Int. J. Reason. based Intell. Syst. 10 (2) (2018)
Abdessamad Elboushaki, Rachida Hannane, Karim Afdel, Lahcen Koutti
A robust approach for object matching and classification using Partial Dominant Orientation Descriptor. Pattern Recognit. 64 (2017)
Ilyas El Jaafari, Mohamed El Ansari, Lahcen Koutti
Fast edge-based stereo matching approach for road applications. Signal Image Video Process. 11 (2) (2017)
Zakaria Boulouard, Lahcen Koutti, Nihal Chouati, Amine El Haddadi, Bernard Dousset, Anass El Haddadi, Fadwa Bouhafer
Visualizing Large Graphs Out of Unstructured Data for Competitive Intelligence Purposes. IntelliSys (1) (2016)
Hanane Bais, Mustapha Machkour, Lahcen Koutti
An independent-domain natural language interface for relational database: Case Arabic language. AICCSA (2016)
Lahcen Koutti, Ilyas El Jaafari, Mohamed El Ansari
Temporal consistent stereo matching approach for road applications. AICCSA (2016)
Ilyas El Jaafari, Mohamed El Ansari, Lahcen Koutti, Abdenbi Mazoul, Ayoub Ellahyani
Fast spatio-temporal stereo matching for advanced driver assistance systems. Neurocomputing 194 (2016)
Ibrahim Guelzim, Amina Amkoui, Lahcen Koutti
Matching of omnidirectional images based on the geodesic distance. AICCSA (2016)
Abdessamad Elboushaki, Rachida Hannane, Karim Afdel, Lahcen Koutti
Efficient object matching using partial dominant orientation descriptor. ICTA (2015)
Zakaria Boulouard, Amine El Haddadi, Anass El Haddadi, Lahcen Koutti, Abdelhadi Fennan
XEWGraph : Outil de Visualisation et Analyse des Hypergraphes pour un Système d'Intelligence Economique. EGC (2015)