306 citations
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11 papers · 1 filter
Quality-driven Variable Frame-Rate for Green Video Coding in Broadcast Applications
Glenn Herrou, Charles Bonnineau, Wassim Hamidouche +3
The Digital Video Broadcasting (DVB) has proposed to introduce the Ultra-High Definition services in three phases: UHD-1 phase 1, UHD-1 phase 2 and UHD-2. The UHD-1 phase 2 specifi…
Quality-Driven Dynamic VVC Frame Partitioning for Efficient Parallel Processing
Thomas Amestoy, Wassim Hamidouche, Cyril Bergeron +1
VVC is the next generation video coding standard, offering coding capability beyond HEVC standard. The high computational complexity of the latest video coding standards requires h…
Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs
Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer +2
Tangled Program Graph (TPG) is a reinforcement learning technique based on genetic programming concepts. On state-of-the-art learning environments, TPGs have been shown to offer co…
Real-Time Cleaning and Refinement of Facial Animation Signals
Eloïse Berson, Catherine Soladié, Nicolas Stoiber
With the increasing demand for real-time animated 3D content in the entertainment industry and beyond, performance-based animation has garnered interest among both academic and ind…
ModeNet: Mode Selection Network For Learned Video Coding
Théo Ladune, Pierrick Philippe, Wassim Hamidouche +2
In this paper, a mode selection network (ModeNet) is proposed to enhance deep learning-based video compression. Inspired by traditional video coding, ModeNet purpose is to enable c…
An Upper Bound on the Error Induced by Saddlepoint Approximations -- Applications to Information Theory
Dadja Anade, Jean-Marie Gorce, Philippe Mary +1
This paper introduces an upper bound on the absolute difference between: (a) the cumulative distribution function (CDF) of the sum of a finite number of independent and identically…