UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

11 December 2019

Zongwei Zhou

Papers citing "UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation"

50 / 457 papers shown

Title
Ideal Abstractions for Decision-Focused Learning Michael Poli Stefano Massaroli Stefano Ermon Bryan Wilder Eric Horvitz 17 0 0 29 Mar 2023
Label-Free Liver Tumor Segmentation Qixing Hu Yixiong Chen Junfei Xiao Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou VLM 30 58 0 27 Mar 2023
$M$^{2}$SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation$ M $^{2}$ SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Xiaoqi Zhao Hongpeng Jia Youwei Pang Long Lv Feng Tian Lihe Zhang Weiwei Sun Huchuan Lu 128 17 0 20 Mar 2023
Uncertainty Driven Bottleneck Attention U-net for Organ at Risk Segmentation Abdullah Nazib Riad Hassan Zahidul Islam Clinton Fookes SSeg 30 3 0 19 Mar 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated Network Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 28 14 0 18 Mar 2023
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings B. Neupane Jagannath Aryal Abbas Rajabifard SSeg 3DPC 19 2 0 16 Mar 2023
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography N. Tuan Phi D. Nguyen D. Tran H. Pham Quang-Minh Nguyen ... P. Tran Vinh-Tuyen T Le T. Nguyen Long Tran Hieu H. Pham 49 4 0 12 Mar 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting S. Graham Q. Vu Mostafa Jahanifar Martin Weigert Uwe Schmidt ... Tianyi Miao David R. J. Snead S. Raza F. Minhas Nasir M. Rajpoot 40 34 0 11 Mar 2023
Weakly Supervised Caveline Detection For AUV Navigation Inside Underwater Caves Boxiao Yu R. Tibbetts T. Barua Ailani Morales Ioannis M. Rekleitis M. Islam 28 10 0 07 Mar 2023
DwinFormer: Dual Window Transformers for End-to-End Monocular Depth Estimation Md Awsafur Rahman S. Fattah ViT MDE 38 4 0 06 Mar 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy Abhinanda R. Punnakkal Suyog Jadhav Alexander Horsch Krishna Agarwal Dilip K. Prasad 37 0 0 02 Mar 2023
Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Dandan Shan Zihan Li Wentao Chen Qingde Li Jie Tian Qingqi Hong 19 8 0 01 Mar 2023
Valid Information Guidance Network for Compressed Video Quality Enhancement Xuan Sun Ziyue Zhang Guannan Chen Dan Zhu 45 0 0 28 Feb 2023
3D PETCT Tumor Lesion Segmentation via GCN Refinement Hengzhi Xue Qingqing Fang Yudong Yao Yueyang Teng 3DPC 3DV 13 3 0 24 Feb 2023
PLU-Net: Extraction of multi-scale feature fusion Weihu Song 3DPC SSeg 33 4 0 23 Feb 2023
Patch Network for medical image Segmentation Weihu Song Heng Yu Jianhua Wu MedIm SSeg 23 0 0 23 Feb 2023
MultiScale Probability Map guided Index Pooling with Attention-based learning for Road and Building Segmentation Shirsha Bose Ritesh Sur Chowdhury Debabrata Pal Shivashish Bose Biplab Banerjee S. Chaudhuri 24 6 0 18 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 35 6 0 07 Feb 2023
Continuous U-Net: Faster, Greater and Noiseless Chunyang Cheng Christina Runkel Lihao Liu Raymond H. F. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero SSeg 34 9 0 01 Feb 2023
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans Jieneng Chen Yingda Xia Jiawen Yao K. Yan Jianpeng Zhang ... Xin Chen Jingren Zhou Alan Yuille Zai-De Liu Ling Zhang ViT MedIm 33 15 0 28 Jan 2023
Curvilinear object segmentation in medical images based on ODoS filter and deep learning network Yuanyuan Peng Lin Pan Pengpeng Luan Hongbin Tu Xiong Li MedIm 29 15 0 18 Jan 2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion Yuanyuan Wang Zhaohong Deng Qiongdan Lou Shudong Hu K. Choi Shitong Wang ViT MedIm 33 4 0 17 Jan 2023
An atrium segmentation network with location guidance and siamese adjustment Yu Xie Zhiyong Zhang Shaolong Chen Changzhen Qiu 3DPC MedIm 18 0 0 11 Jan 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection Jie Liu Yixiao Zhang Jieneng Chen Junfei Xiao Yongyi Lu Bennett A. Landman Yixuan Yuan Alan Yuille Yucheng Tang Zongwei Zhou VLM MedIm 39 194 0 02 Jan 2023
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty K. Zou Yidi Chen Ling Huang Xuedong Yuan Xiaojing Shen Meng Wang Rick Siow Mong Goh Yong-Jin Liu Huazhu Fu UQCV 25 4 0 01 Jan 2023
A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification Huadeng Wang Zhipeng Liu Rushi Lan Zhenbing Liu Xiaonan Luo Xipeng Pan Bingbing Li 14 2 0 27 Dec 2022
OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset P. Xiao Xiaodong Hu Ke Ma Gengyuan Wang Ziqing Feng Yuancong Huang Jin Yuan 25 1 0 26 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 19 24 0 19 Dec 2022
Robust Split Federated Learning for U-shaped Medical Image Networks Ziyuan Yang Yingyu Chen Huijie Huangfu Maosong Ran Hui Wang Xiaoxiao Li Yi Zhang OOD FedML 34 11 0 13 Dec 2022
Feature Aggregation and Propagation Network for Camouflaged Object Detection Tao Zhou Yi Zhou Chen Gong Jian Yang Yu Zhang 43 132 0 02 Dec 2022
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning Vajira Thambawita A. Storaas Steven A. Hicks P. Halvorsen Michael A. Riegler 16 1 0 30 Nov 2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative B. Woo Craig B. Engstrom William Baresic Jurgen Fripp Stuart Crozier Shekhar S. Chandra 29 0 0 30 Nov 2022
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks Ruikang Ju Yu-Shian Lin Ting-Yu Lin Chih-Chia Chen Chun-Tse Chien Jen-Shiun Chiang 28 6 0 29 Nov 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 28 265 0 27 Nov 2022
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans Audrey Duran Gaspard Dussert O. Rouvière Tristan Jaouen Pierre-Marc Jodoin Carole Lartizien MedIm 33 70 0 23 Nov 2022
Auto-Focus Contrastive Learning for Image Manipulation Detection Wenyan Pan Zhili Zhou Guangcan Liu Teng Huang Hongyang Yan Q. M. Jonathan Wu 22 1 0 20 Nov 2022
Prior Guided Deep Difference Meta-Learner for Fast Adaptation to Stylized Segmentation Anjali Balagopal D. Nguyen T. Bai M. Dohopolski Mu-Han Lin Steve B. Jiang OOD 21 1 0 19 Nov 2022
Encoding feature supervised UNet++: Redesigning Supervision for liver and tumor segmentation Jiahao Cui Ruoxin Xiao S. Fang Minnan Pei Yi-tong Yu SSeg 14 0 0 15 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 13 1 0 14 Nov 2022
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation Gongping Chen Lu Zhou Jianxun Zhang Xiaotao Yin Liang Cui Yu Dai 19 19 0 05 Nov 2022
Photorealistic Facial Wrinkles Removal Marcelo Sanchez G. Triginer C. Ballester Lara Raad Eduard Ramon CVBM 32 5 0 03 Nov 2022
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture Jiansen Guo Hong-Yu Zhou Liansheng Wang Yizhou Yu 45 29 0 27 Oct 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 22 6 0 27 Oct 2022
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation Xutao Guo Yanwu Yang Chenfei Ye Shangfeng Lu Yang Xiang Tingxia Ma MedIm DiffM 47 32 0 27 Oct 2022
Synthetic Tumors Make AI Segment Tumors Better Qixing Hu Junfei Xiao Yixiong Chen Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou MedIm 25 11 0 26 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 27 11 0 18 Oct 2022
Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography C. Y. Chiang F. Braeu Thanadet Chuangsuwanich Royston K. Y. Tan Jacqueline Chua L. Schmetterer Alexandre Hoang Thiery M. Buist M. Girard 18 0 0 13 Oct 2022
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks Samra Irshad D. Gomes S. T. Kim 8 13 0 09 Oct 2022
Masked Supervised Learning for Semantic Segmentation H. Zunair A. Ben Hamza 24 6 0 03 Oct 2022
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Ho Hin Lee Shunxing Bao Yuankai Huo Bennett A. Landman OOD MedIm 59 133 0 29 Sep 2022