Search Results for author: Souhail Bakkali

Found 6 papers, 0 papers with code

IDTrust: Deep Identity Document Quality Detection with Bandpass Filtering

no code implementations1 Mar 2024 Musab Al-Ghadi, Joris Voerman, Souhail Bakkali, Mickaël Coustaty, Nicolas Sidere, Xavier St-Georges

The increasing use of digital technologies and mobile-based registration procedures highlights the vital role of personal identity documents (IDs) in verifying users and safeguarding sensitive information.

EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification

no code implementations IJDAR 2021 Souhail Bakkali, Ziheng Ming, Mickael Coustaty, Marçal Rusiñol

To the best of our knowledge, this is the first time to leverage a mutual learning approach along with a self-attention-based fusion module to perform document image classification.

Document Image Classification

VLCDoC: Vision-Language Contrastive Pre-Training Model for Cross-Modal Document Classification

no code implementations24 May 2022 Souhail Bakkali, Zuheng Ming, Mickael Coustaty, Marçal Rusiñol, Oriol Ramos Terrades

Multimodal learning from document data has achieved great success lately as it allows to pre-train semantically meaningful features as a prior into a learnable downstream task.

Document Classification Document Image Classification

Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions

no code implementations8 Nov 2019 Souhail Bakkali, Zuheng Ming, Muhammad Muzzamil Luqman, Jean-Christophe Burie

Benefiting from the advance of deep convolutional neural network approaches (CNNs), many face detection algorithms have achieved state-of-the-art performance in terms of accuracy and very high speed in unconstrained applications.

Face Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.