Search Results for author: Guy Ohayon

Found 4 papers, 1 papers with code

High-Perceptual Quality JPEG Decoding via Posterior Sampling

no code implementations21 Nov 2022 Sean Man, Guy Ohayon, Theo Adrai, Michael Elad

JPEG is arguably the most popular image coding format, achieving high compression ratios via lossy quantization that may create visual artifacts degradation.

JPEG Artifact Correction Quantization +2

Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality

no code implementations16 Nov 2022 Guy Ohayon, Theo Adrai, Michael Elad, Tomer Michaeli

Stochastic restoration algorithms allow to explore the space of solutions that correspond to the degraded input.

High Perceptual Quality Image Denoising with a Posterior Sampling CGAN

1 code implementation6 Mar 2021 Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar

We showcase our proposed method with a novel denoiser architecture that achieves the reformed denoising goal and produces vivid and diverse outcomes in immoderate noise levels.

Image Denoising Vocal Bursts Intensity Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.