69 citations · 249 across the 23 of their papers we have counts for
5 papers · 1 filter
Light-weight CNN-based VVC Inter Partitioning Acceleration
Yiqun Liu, Mohsen Abdoli, Thomas Guionnet +2
The Versatile Video Coding (VVC) standard has been finalized by Joint Video Exploration Team (JVET) in 2020. Compared to the High Efficiency Video Coding (HEVC) standard, VVC offer…
PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent
Rita Fermanian, Mikael Le Pendu, Christine Guillemot
The Plug-and-Play (PnP) framework makes it possible to integrate advanced image denoising priors into optimization algorithms, to efficiently solve a variety of image restoration t…
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration
Mikael Le Pendu, Christine Guillemot
Plug-and-Play optimization recently emerged as a powerful technique for solving inverse problems by plugging a denoiser into a classical optimization algorithm. The denoiser accoun…
A learning-based view extrapolation method for axial super-resolution
Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang +1
Axial light field resolution refers to the ability to distinguish features at different depths by refocusing. The axial refocusing precision corresponds to the minimum distance in…
Autoencoder based image compression: can the learning be quantization independent?
Thierry Dumas, Aline Roumy, Christine Guillemot
This paper explores the problem of learning transforms for image compression via autoencoders. Usually, the rate-distortion performances of image compression are tuned by varying t…