Search Results for author: Junjie Ke

Found 4 papers, 1 papers with code

MUSIQ: Multi-scale Image Quality Transformer

2 code implementations ICCV 2021 Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang

To accommodate this, the input images are usually resized and cropped to a fixed shape, causing image quality degradation.

Image Quality Assessment

Rich Features for Perceptual Quality Assessment of UGC Videos

no code implementations CVPR 2021 Yilin Wang, Junjie Ke, Hossein Talebi, Joong Gon Yim, Neil Birkbeck, Balu Adsumilli, Peyman Milanfar, Feng Yang

Besides the subjective ratings and content labels of the dataset, we also propose a DNN-based framework to thoroughly analyze importance of content, technical quality, and compression level in perceptual quality.

Video Quality Assessment

Multi-path Neural Networks for On-device Multi-domain Visual Classification

no code implementations10 Oct 2020 Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Feng Yang, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar

This approach effectively reduces the total number of parameters and FLOPS, encouraging positive knowledge transfer while mitigating negative interference across domains.

Classification General Classification +2

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