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

1 April 2020

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

25 / 25 papers shown

Title
Analysis of Spatial augmentation in Self-supervised models in the purview of training and test distributions Abhishek Jha Tinne Tuytelaars 33 0 0 26 Sep 2024
StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification Xin Jin Hongyu Zhu M. El-Yacoubi Hongchao Liao Huafeng Qin Yun Jiang 39 6 0 21 May 2024
PanoMixSwap Panorama Mixing via Structural Swapping for Indoor Scene Understanding Yu-Cheng Hsieh Cheng Sun Suraj Dengale Min Sun 3DPC 36 1 0 18 Sep 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 24 28 0 21 Dec 2022
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution Stylianos I. Venieris Mario Almeida Royson Lee Nicholas D. Lane SupR 23 4 0 15 Dec 2022
IFQA: Interpretable Face Quality Assessment Byungho Jo Donghyeon Cho I. Park Sungeun Hong CVBM 29 12 0 14 Nov 2022
Extending Temporal Data Augmentation for Video Action Recognition Artjoms Gorpincenko Michal Mackiewicz ViT 29 4 0 09 Nov 2022
Real Image Super-Resolution using GAN through modeling of LR and HR process Rao Muhammad Umer C. Micheloni 40 1 0 19 Oct 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 53 30 0 23 Aug 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 29 17 0 07 Jul 2022
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Yingqian Wang Juncheng Li Shuhang Gu Radu Timofte SupR 20 34 0 20 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 21 38 0 10 Apr 2022
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition Jun Kimata Tomoya Nitta Toru Tamaki 29 10 0 01 Apr 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 38 27 0 28 Jan 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 81 5 0 26 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 30 211 0 10 Jan 2022
On Automatic Data Augmentation for 3D Point Cloud Classification Wanyue Zhang Xun Xu Fayao Liu Le Zhang Chuan-Sheng Foo 3DPC 33 4 0 11 Dec 2021
SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Jiaming Liu Xiaoqi Li Chuang Zhang Ming Wu 13 6 0 30 Nov 2021
CutDepth:Edge-aware Data Augmentation in Depth Estimation Yasunori Ishii Takayoshi Yamashita MDE 17 26 0 16 Jul 2021
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey Yingjie Wang Qi Mao Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Houqiang Li Yanyong Zhang 3DPC 48 139 0 24 Jun 2021
A Two-Stage Attentive Network for Single Image Super-Resolution Jiqing Zhang Chengjiang Long Yuxin Wang Haiyin Piao Haiyang Mei Xin Yang Baocai Yin SupR 52 60 0 21 Apr 2021
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network Sijin Kim Namhyuk Ahn Kyung-ah Sohn 31 7 0 30 Sep 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 50 41 0 25 Sep 2020
Part-Aware Data Augmentation for 3D Object Detection in Point Cloud Jaeseok Choi Yeji Song Nojun Kwak 3DPC 35 63 0 27 Jul 2020
BitMix: Data Augmentation for Image Steganalysis In-Jae Yu Wonhyuk Ahn Seung-Hun Nam Heung-Kyu Lee 14 13 0 30 Jun 2020