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

• URL: http://arxiv.org/abs/2204.09197v1
• Date: Wed, 20 Apr 2022 02:55:37 GMT
• Title: NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results
• Authors: Longguang Wang and Yulan Guo and Yingqian Wang and Juncheng Li and Shuhang Gu and Radu Timofte
• Abstract summary: NTIRE 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. This challenge establishes a new benchmark for stereo image SR.
• Score: 116.8625268729599
• License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
• Abstract: 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.

Related papers

• NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results [106.27490184458715]
  This paper summarizes the 3rd NTIRE challenge on stereo image super-resolution (SR) The task of this challenge is to super-resolve a low-resolution stereo image pair to a high-resolution one with a magnification factor of x4 under a limited computational budget.
  arXiv  Detail & Related papers  (2024-09-25T13:59:36Z)
• NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results [116.77874476501913]
  Given a noisy burst as input, the task in the challenge was to generate a clean RGB image with 4 times higher resolution. The challenge contained two tracks; Track 1 evaluating on synthetically generated data, and Track 2 using real-world bursts from mobile camera. The top-performing methods set a new state-of-the-art for the burst super-resolution task.
  arXiv  Detail & Related papers  (2021-06-07T17:55:28Z)
• NTIRE 2021 Challenge on Video Super-Resolution [103.59395980541574]
  Super-Resolution (SR) is a computer vision task that aims to obtain a high-resolution clean image from the given low-resolution counterpart. This paper reviews the NTIRE Challenge on Video Super-Resolution.
  arXiv  Detail & Related papers  (2021-04-30T09:12:19Z)
• NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results [181.2861509946241]
  This paper reviews the NTIRE 2020 challenge on real image denoising with focus on the newly introduced dataset. The challenge is a new version of the previous NTIRE 2019 challenge on real image denoising that was based on the SIDD benchmark.
  arXiv  Detail & Related papers  (2020-05-08T15:46:19Z)
• NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results [240.4967106943687]
  This paper reviews the NTIRE 2020 challenge on perceptual extreme super-resolution. The challenge task was to super-resolve an input image with a magnification factor 16. The track had 280 registered participants, and 19 teams submitted the final results.
  arXiv  Detail & Related papers  (2020-05-03T11:30:51Z)

This list is automatically generated from the titles and abstracts of the papers in this site.

This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.