Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images

24 February 2023

Papers citing "Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images"

50 / 57 papers shown

Title
Kernelized Back-Projection Networks for Blind Super Resolution Tomoki Yoshida Yuki Kondo Takahiro Maeda Kazutoshi Akita Norimichi Ukita SupR 38 1 0 16 Feb 2023
NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results Goutam Bhat Martin Danelljan Radu Timofte Kazutoshi Akita Wooyeong Cho ... Rao Muhammad Umer Youliang Yan Lei Yu Magauiya Zhussip X. Zou SupR 38 39 0 07 Jun 2021
MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution Liying Lu Wenbo Li Xin Tao Jiangbo Lu Jiaya Jia SupR 38 135 0 04 Jun 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution Longguang Wang Yingqian Wang Xiaoyu Dong Qingyu Xu Jungang Yang W. An Yulan Guo 33 314 0 01 Apr 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 74 579 0 25 Mar 2021
Learning to Resize Images for Computer Vision Tasks Hossein Talebi P. Milanfar 45 119 0 17 Mar 2021
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation Xiangtai Li Hao He Xia Li Duo Li Guangliang Cheng Jianping Shi Lubin Weng Yunhai Tong Zhouchen Lin 3DPC 45 88 0 11 Mar 2021
Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation Zeju Li Konstantinos Kamnitsas Ben Glocker SSeg UQCV 58 127 0 20 Feb 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 62 400 0 08 Feb 2021
KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment Seunggeun Kim Hyeonjun Sim Munchurl Kim SupR 37 61 0 15 Dec 2020
AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results Dario Fuoli Zhiwu Huang Shuhang Gu Radu Timofte Arnau Raventos ... Kazutoshi Akita Norimichi Ukita S. HrishikeshP. Densen Puthussery V. JijiC. SupR 47 17 0 14 Sep 2020
Single Image Super-Resolution via a Holistic Attention Network Ben Niu Weilei Wen Wenqi Ren Xiangde Zhang Lianping Yang Shuzhen Wang Kaihao Zhang Xiaochun Cao Haifeng Shen SupR 49 621 0 20 Aug 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 65 360 0 25 Jun 2020
NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results Peng Sun Shuhang Gu Radu Timofte Taizhang Shang Qiuju Dai ... Huanrong Zhang Jeongki Min S. HrishikeshP. Densen Puthussery V. JijiC. SupR 120 50 0 03 May 2020
Space-Time-Aware Multi-Resolution Video Enhancement Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 35 97 0 30 Mar 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 143 544 0 23 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 79 45 0 16 Mar 2020
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution Yong Guo Jian Chen Jingdong Wang Qi Chen Jingyun Liang Zeshuai Deng Yanwu Xu Mingkui Tan SupR 50 281 0 16 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 54 283 0 27 Feb 2020
Fast Adaptation to Super-Resolution Networks via Meta-Learning Seobin Park Jinsu Yoo Donghyeon Cho Jiwon Kim Tae Hyun Kim SupR 47 83 0 09 Jan 2020
Explorable Super Resolution Yuval Bahat T. Michaeli SupR 44 70 0 04 Dec 2019
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers Shady Abu Hussein Tom Tirer Raja Giryes SupR 53 68 0 30 Nov 2019
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty Serim Ryou Seong-Gyun Jeong Pietro Perona 50 43 0 24 Sep 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 161 1,407 0 24 Sep 2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition Maneet Singh Shruti Nagpal Richa Singh Mayank Vatsa 93 54 0 27 Aug 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 90 839 0 02 May 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 63 395 0 22 Apr 2019
Blind Super-Resolution With Iterative Kernel Correction Jinjin Gu Hannan Lu W. Zuo Chao Dong SupR 48 471 0 06 Apr 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 38 361 0 29 Mar 2019
Recurrent Back-Projection Network for Video Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 49 433 0 25 Mar 2019
Feedback Network for Image Super-Resolution Zerui Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu SupR 51 714 0 23 Mar 2019
Image Super-Resolution by Neural Texture Transfer Zhifei Zhang Zhaowen Wang Zhe Lin Hairong Qi SupR 35 276 0 03 Mar 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 66 1,432 0 16 Feb 2019
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection Fan Yang Lei Zhang Sijia Yu Danil Prokhorov Xue Mei Haibin Ling 43 702 0 18 Jan 2019
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Eric Granger Jose Dolz Ismail Ben Ayed 39 477 0 17 Dec 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 57 463 0 20 Sep 2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation Saeid Asgari Taghanaki Yefeng Zheng S. Kevin Zhou Bogdan Georgescu Puneet Sharma Daguang Xu Dorin Comaniciu Ghassan Hamarneh 71 334 0 08 May 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 65 974 0 09 Apr 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 57 172 0 30 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 72 1,321 0 07 Mar 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 94 1,425 0 03 Jan 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 85 907 0 17 Dec 2017
Class Rectification Hard Mining for Imbalanced Deep Learning Qi Dong S. Gong Xiatian Zhu 45 198 0 08 Dec 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 95 2,132 0 11 Jul 2017
Scale-Aware Face Detection Jinwei Gu Yu Liu Hongwei Qin Junjie Yan Xiu Li Xiaolin Hu CVBM 50 106 0 29 Jun 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 45 718 0 16 Jun 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 67 116 0 10 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 307 27,018 0 20 Mar 2017
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 52 743 0 13 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 381 11,941 0 04 Dec 2016