NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

04/20/2022
by   Longguang Wang, et al.
Beijing University of Posts and Telecommunications
Megvii Technology Limited
BEIJING JIAOTONG UNIVERSITY
National University of Defense Technology
Beihang University
Zhejiang University of Technology
UNIST
Harbin Institute of Technology
Guangdong University of Technology
Tencent QQ
Yonsei University
Hunan University
National Taiwan University
7

In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the stereo image super-resolution problem under a standard bicubic degradation. In total, 238 participants were successfully registered, and 21 teams competed in the final testing phase. Among those participants, 20 teams successfully submitted results with PSNR (RGB) scores better than the baseline. This challenge establishes a new benchmark for stereo image SR.

READ FULL TEXT

page 5

page 7

page 8

page 9

page 10

09/25/2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

This paper introduces the real image Super-Resolution (SR) challenge tha...
04/20/2023

NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results

In this report, we summarize the first NTIRE challenge on light field (L...
04/01/2019

PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study

This paper introduces a newly collected and novel dataset (StereoMSI) fo...
07/14/2022

Perception-Oriented Stereo Image Super-Resolution

Recent studies of deep learning based stereo image super-resolution (Ste...
04/19/2022

NAFSSR: Stereo Image Super-Resolution Using NAFNet

Stereo image super-resolution aims at enhancing the quality of super-res...
01/04/2021

Stereo Correspondence and Reconstruction of Endoscopic Data Challenge

The stereo correspondence and reconstruction of endoscopic data sub-chal...
11/18/2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results

This paper reviews the AIM 2019 challenge on real world super-resolution...

Please sign up or login with your details

Forgot password? Click here to reset