Spiking neural networks for frame-based and event-based single object localization S Barchid, J Mennesson, J Eshraghian, C Djéraba, M Bennamoun Neurocomputing 559, 126805, 2023 | 21 | 2023 |
Review on indoor RGB-D semantic segmentation with deep convolutional neural networks S Barchid, J Mennesson, C Djéraba 2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-4, 2021 | 14 | 2021 |
Deep spiking convolutional neural network for single object localization based on deep continuous local learning S Barchid, J Mennesson, C Djéraba 2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-5, 2021 | 10 | 2021 |
Bina-rep event frames: A simple and effective representation for event-based cameras S Barchid, J Mennesson, C Djéraba 2022 IEEE International Conference on Image Processing (ICIP), 3998-4002, 2022 | 9 | 2022 |
Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision S Barchid, J Mennesson, C Djéraba Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 3 | 2023 |
Spiking-FER: spiking neural network for facial expression recognition with event cameras S Barchid, B Allaert, A Aissaoui, J Mennesson, CC Djeraba Proceedings of the 20th International Conference on Content-based Multimedia …, 2023 | 2 | 2023 |
Avancées en Vision Neuromorphique: Représentation Événementielle, Réseaux de Neurones Impulsionnels Supervisés et Pré-entraînement Auto-supervisé S Barchid Université de Lille, 2023 | | 2023 |