181 citations · 206 across the 17 of their papers we have counts for
8 papers · 1 filter
Perceptual Quality Assessment of HEVC and VVC Standards for 8K Video
Charles Bonnineau, Wassim Hamidouche, Jerome Fournier +3
With the growing data consumption of emerging video applications and users requirement for higher resolutions, up to 8K, a huge effort has been made in video compression technologi…
Reveal of Vision Transformers Robustness against Adversarial Attacks
Ahmed Aldahdooh, Wassim Hamidouche, Olivier Deforges
The major part of the vanilla vision transformer (ViT) is the attention block that brings the power of mimicking the global context of the input image. For better performance, ViT…
Multitask Learning for VVC Quality Enhancement and Super-Resolution
Charles Bonnineau, Wassim Hamidouche, Jean-Francois Travers +2
The latest video coding standard, called versatile video coding (VVC), includes several novel and refined coding tools at different levels of the coding chain. These tools bring si…
SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos
Yi Zhang, Lu Zhang, Kang Wang +2
Salient human detection (SHD) in dynamic 360° immersive videos is of great importance for various applications such as robotics, inter-human and human-object interaction in augment…
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection
Yi Zhang, Lu Zhang, Wassim Hamidouche +1
In the past few years, numerous deep learning methods have been proposed to address the task of segmenting salient objects from RGB images. However, these approaches depending on s…
Adversarial Example Detection for DNN Models: A Review and Experimental Comparison
Ahmed Aldahdooh, Wassim Hamidouche, Sid Ahmed Fezza +1
Deep learning (DL) has shown great success in many human-related tasks, which has led to its adoption in many computer vision based applications, such as security surveillance syst…