3 papers
eess.IV2020
Light Field Image Coding Using Dual Discriminator Generative Adversarial Network and VVC Temporal Scalability
Nader Bakir, Wassim Hamidouche, Sid Fezza +2
Light field technology represents a viable path for providing a high-quality VR content. However, such an imaging system generates a high amount of data leading to an urgent need f…
eess.IV2020
Extending 2D Saliency Models for Head Movement Prediction in 360-degree Images using CNN-based Fusion
Ibrahim Djemai, Sid Fezza, Wassim Hamidouche +1
Saliency prediction can be of great benefit for 360-degree image/video applications, including compression, streaming , rendering and viewpoint guidance. It is therefore quite natu…
cs.LG2019
Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification
Sid Ahmed Fezza, Yassine Bakhti, Wassim Hamidouche +1
Deep neural networks (DNNs) have recently achieved state-of-the-art performance and provide significant progress in many machine learning tasks, such as image classification, speec…