8 citations · 11 across the 3 of their papers we have counts for
4 papers
Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning
Imane Nedjar, Mohammed Brahimi, Said Mahmoudi +2
Computer aided detection and diagnosis systems based on deep learning have shown promising performance in breast cancer detection. However, there are cases where the obtained resul…
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance
Sébastien Piérard, Anthony Cioppa, Anaïs Halin +5
Various tasks encountered in real-world surveillance can be addressed by determining posteriors (e.g. by Bayesian inference or machine learning), based on which critical decisions…
Transformers and CNNs both Beat Humans on SBIR
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi +1
Sketch-based image retrieval (SBIR) is the task of retrieving natural images (photos) that match the semantics and the spatial configuration of hand-drawn sketch queries. The unive…
Deep interpretable architecture for plant diseases classification
Mohammed Brahimi, Said Mahmoudi, Kamel Boukhalfa +1
Recently, many works have been inspired by the success of deep learning in computer vision for plant diseases classification. Unfortunately, these end-to-end deep classifiers lack…