Sami Barchid

According to our database, Sami Barchid authored at least 7 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Spiking neural networks for frame-based and event-based single object localization.

Sami Barchid, José Mennesson, Jason Eshraghian, Chaabane Djeraba, Mohammed Bennamoun

Neurocomputing, November, 2023

Avancées en Vision Neuromorphique : Représentation Événementielle, Réseaux de Neurones Impulsionnels Supervisés et Pré-entraînement Auto-supervisé. (Advances in Neuromorphic Vision: Event Representation, Supervised Spiking Neural Networks and Self-Supervised learning).

Sami Barchid

PhD thesis, 2023

Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision.

Sami Barchid, José Mennesson, Chaabane Djeraba

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras.

Sami Barchid, Benjamin Allaert, Amel Aissaoui, José Mennesson, Chaabane Djeraba

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras.

Sami Barchid, José Mennesson, Chaabane Djeraba

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning.

Sami Barchid, José Mennesson, Chaabane Djeraba

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks.

Sami Barchid, José Mennesson, Chaabane Djeraba

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021