A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid
Transformer and Contrastive Learning

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

5 March 2024

Chengyu Fang

Shing Shin Cheng

Papers citing "A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning"

9 / 9 papers shown

Title
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 43 0 0 16 Mar 2025
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs Xinya Shu Yu Li Dongwei Ren Xiaohe Wu Jin Li W. Zuo 30 0 0 26 Sep 2024
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network Chengyu Fang Chunming He Fengyang Xiao Yulun Zhang Longxiang Tang Yuelin Zhang Kai Li Xiu Li 32 9 0 12 Jun 2024
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology Yunlong Zhang Yuxuan Sun Honglin Li S. Zheng Chenglu Zhu L. Yang OOD 44 26 0 30 Jun 2022
TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors Yuelin Zhang Jia Yan Zehuan Wang Xiaoyan Peng Yutong Tian Shukai Duan Jia Yan 16 40 0 14 Oct 2021
CMT: Convolutional Neural Networks Meet Vision Transformers Jianyuan Guo Kai Han Han Wu Yehui Tang Chunjing Xu Yunhe Wang Chang Xu ViT 320 614 0 13 Jul 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 177 5,138 0 16 Sep 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 226 74,467 0 18 May 2015