Souhail Bakkali

According to our database, Souhail Bakkali authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

2024

IDTrust: Deep Identity Document Quality Detection with Bandpass Filtering.

Musab Al-Ghadi, Joris Voerman, Souhail Bakkali, Mickaël Coustaty, Nicolas Sidere, Xavier St-Georges

CoRR, 2024

2023

VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades

Pattern Recognit., July, 2023

TransferDoc: A Self-Supervised Transferable Document Representation Learning Model Unifying Vision and Language.

Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades, Josep Lladós

CoRR, 2023

2022

Multimodal Document Understanding with Unified Vision and Language Cross-Modal Learning. (Apprentissage inter-modal et unifié de la vision et du langage pour la compréhension multimodale des documents).

Souhail Bakkali

PhD thesis, 2022

2021

EAML: ensemble self-attention-based mutual learning network for document image classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol

Int. J. Document Anal. Recognit., 2021

2020

Cross-Modal Deep Networks For Document Image Classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol

Proceedings of the IEEE International Conference on Image Processing, 2020

Visual and Textual Deep Feature Fusion for Document Image Classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Face Detection in Camera Captured Images of Identity Documents Under Challenging Conditions.

Souhail Bakkali, Muhammad Muzzamil Luqman, Zuheng Ming, Jean-Christophe Burie

Proceedings of the 8th International Workshop on Camera-Based Document Analysis and Recognition, 2019