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Sami Barchid
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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
202023
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
142021
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
102021
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
82022
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
32023
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
22023
Avancées en Vision Neuromorphique: Représentation Événementielle, Réseaux de Neurones Impulsionnels Supervisés et Pré-entraînement Auto-supervisé
S Barchid
Université de Lille, 2023
2023
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