activity
20192026
most citedAdversarial Example Detection for DNN Models: A Review and Experimental Comparison

181 citations · 286 across the 67 of their papers we have counts for

collaborators
Showing 2023Show all

9 papers · 1 filter

eess.IV2023★ 1 cited

UAV Immersive Video Streaming: A Comprehensive Survey, Benchmarking, and Open Challenges

Mohit K. Sharma, Chen-Feng Liu, Ibrahim Farhat +3

Over the past decade, the utilization of UAVs has witnessed significant growth, owing to their agility, rapid deployment, and maneuverability. In particular, the use of UAV-mounted…

eess.IV2023★ 1 cited

Video Quality Assessment and Coding Complexity of the Versatile Video Coding Standard

Thomas Amestoy, Naty Sidaty, Wassim Hamidouche +2

In recent years, the proliferation of multimedia applications and formats, such as IPTV, Virtual Reality (VR, 360-degree), and point cloud videos, has presented new challenges to t…

eess.IV2023

Efficient Predictive Coding of Intra Prediction Modes

Kevin Reuzé, Wassim Hamidouche, Pierrick Philippe +1

The high efficiency video coding (HEVC) standard and the joint exploration model (JEM) codec incorporate 35 and 67 intra prediction modes (IPMs) respectively, which are essential f…

eess.IV2023★ 1 cited

Convex Hull Prediction Methods for Bitrate Ladder Construction: Design, Evaluation, and Comparison

Ahmed Telili, Wassim Hamidouche, Hadi Amirpour +3

HTTP adaptive streaming (HAS) has emerged as a prevalent approach for over-the-top (OTT) video streaming services due to its ability to deliver a seamless user experience. A fundam…

cs.CV2023★ 2 cited

NTIRE 2023 Quality Assessment of Video Enhancement Challenge

Xiaohong Liu, Xiongkuo Min, Wei Sun +69

This paper reports on the NTIRE 2023 Quality Assessment of Video Enhancement Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement W…

cs.CV2023

ConvNeXt-ChARM: ConvNeXt-based Transform for Efficient Neural Image Compression

Ahmed Ghorbel, Wassim Hamidouche, Luce Morin

Over the last few years, neural image compression has gained wide attention from research and industry, yielding promising end-to-end deep neural codecs outperforming their convent…

cs.CV2023

AICT: An Adaptive Image Compression Transformer

Ahmed Ghorbel, Wassim Hamidouche, Luce Morin

Motivated by the efficiency investigation of the Tranformer-based transform coding framework, namely SwinT-ChARM, we propose to enhance the latter, as first, with a more straightfo…

cs.CV2023

Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression

Ahmed Ghorbel, Wassim Hamidouche, Luce Morin

Recently, the performance of neural image compression (NIC) has steadily improved thanks to the last line of study, reaching or outperforming state-of-the-art conventional codecs.…

cs.MM2023★ 5 cited

Immersive Media and Massive Twinning: Advancing Towards the Metaverse

Wassim Hamidouche, Lina Bariah, Merouane Debbah

The advent of the Metaverse concept has further expedited the evolution of haptic, tactile internet, and multimedia applications with their VR/AR/XR services, and therefore, fully-…