Rethinking data augmentation for image super-resolution: A comprehensive analysis and a new strategy

J Yoo, N Ahn, KA Sohn - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

[PDF][PDF] Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - bigwww.epfl.ch
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - 2020 IEEE/CVF Conference on Computer …, 2020 - computer.org
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

[PDF][PDF] Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - openaccess.thecvf.com
LR∈ RW× H× s2C so that the entire forward pass is performed on the low resolution space.
Note that such modifications are only for the synthetic SR task because the other low-level …

[引用][C] Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - 2020 IEEE/CVF Conference on Computer …, 2020 - cir.nii.ac.jp
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a
New Strategy | CiNii Research CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ移動 …

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - 2020 IEEE/CVF Conference on …, 2020 - ieeexplore.ieee.org
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - 2020 IEEE/CVF Conference on …, 2020 - store.computer.org
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - arXiv preprint arXiv:2004.00448, 2020 - arxiv.org
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

[PDF][PDF] Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - scholar.archive.org
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

J Yoo, N Ahn, KA Sohn - arXiv e-prints, 2020 - ui.adsabs.harvard.edu
Data augmentation is an effective way to improve the performance of deep networks.
Unfortunately, current methods are mostly developed for high-level vision tasks (eg …