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
Online pseudo labeling for polyp segmentation with momentum networks Toan Pham Van Linh Doan Bao Thanh-Tung Nguyen Duc Trung Tran Quan Nguyen D. V. Sang 36 5 0 29 Sep 2022
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification Peng-Tao Jiang Juan Liu Lang Wang Zhihui Yang Hongyu Dong Jing Feng 24 2 0 28 Sep 2022
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation Reza Rasti Armin Biglari Mohammad Rezapourian Ziyun Yang Sina Farsiu 40 30 0 26 Sep 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 19 7 0 21 Sep 2022
Noise transfer for unsupervised domain adaptation of retinal OCT images Valentin Koch Olle Holmberg H. Spitzer Johannes Schiefelbein B. Asani Michael Hafner Fabian J. Theis 25 11 0 16 Sep 2022
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data Praneeth Nemani Satyanarayana Vollala ViT MedIm 21 15 0 15 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation Gongping Chen L. Li Jianxun Zhang Yu Dai SSeg 21 66 0 15 Sep 2022
Calibrating Segmentation Networks with Margin-based Label Smoothing Balamurali Murugesan Bingyuan Liu Adrian Galdran Ismail Ben Ayed Jose Dolz UQCV 32 0 0 09 Sep 2022
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Saad Wazir M. Fraz 11 35 0 01 Sep 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 23 9 0 23 Aug 2022
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers Jathurshan Pradeepkumar Mithunjha Anandakumar Vinith Kugathasan Dhinesh Suntharalingham S. L. Kappel A. D. Silva Chamira U. S. Edussooriya 31 31 0 15 Aug 2022
Multi-Depth Boundary-Aware Left Atrial Scar Segmentation Network Meng-Yun Wu Wangbin Ding Mingjing Yang Liqin Huang 6 2 0 08 Aug 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation Huimin Huang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong ViT MedIm 27 45 0 29 Jul 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 29 152 0 28 Jul 2022
Camouflaged Object Detection via Context-aware Cross-level Fusion Geng Chen Si Liu Yu-Jia Sun Ge-Peng Ji Yafeng Wu Tao Zhou 34 125 0 27 Jul 2022
Two-Stream UNET Networks for Semantic Segmentation in Medical Images Xin Chen Ke Ding 16 0 0 27 Jul 2022
Exploring Generalizable Distillation for Efficient Medical Image Segmentation Xingqun Qi Zhuo Wu Min Ren Muyi Sun Caifeng Shan Zhe Sun 40 3 0 26 Jul 2022
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Amrest Chinkamol Vetit Kanjaras Phattarapong Sawangjai Yitian Zhao Thapanun Sudhawiyangkul C. Chantrapornchai Cuntai Guan Theerawit Wilaiprasitporn 41 7 0 25 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 19 67 0 15 Jul 2022
Immunofluorescence Capillary Imaging Segmentation: Cases Study Runpeng Hou Ziyuan Ye Cheng-Hsun Yang Linhao Fu Chao Liu Quanying Liu 13 0 0 14 Jul 2022
MRF-UNets: Searching UNet with Markov Random Fields Zifu Wang Matthew B. Blaschko 15 6 0 13 Jul 2022
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion Honghui Liu Changjian Wang Kele Xu Fangzhao Li Ming Feng Yuxing Peng Hongjun He 3DV 22 0 0 12 Jul 2022
What Makes for Automatic Reconstruction of Pulmonary Segments Kaiming Kuang Li Zhang Jingyuan Li Hongwei Bran Li Jiajun Chen Bo Du Jiancheng Yang 27 8 0 07 Jul 2022
Trichomonas Vaginalis Segmentation in Microscope Images Lin Li Jingyi Liu Shuo Wang Xun Wang Tian-Zhu Xiang 37 7 0 03 Jul 2022
Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms Yinghui Meng Zhen-Shuang Du Chen Zhao Minghao Dong Drew Pienta Zhihui Xu Weihua Zhou 13 8 0 24 Jun 2022
Explicit and implicit models in infrared and visible image fusion Zixuan Wang Bin Sun 29 1 0 20 Jun 2022
TBraTS: Trusted Brain Tumor Segmentation Ke Zou Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV OOD 32 54 0 19 Jun 2022
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation Samayan Bhattacharya Sk Shahnawaz Avigyan Bhattacharya 19 1 0 10 Jun 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 23 66 0 03 Jun 2022
Deep Gradient Learning for Efficient Camouflaged Object Detection Ge-Peng Ji Deng-Ping Fan Yu-Cheng Chou Dengxin Dai Alexander Liniger Luc Van Gool 92 138 0 25 May 2022
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation Ledan Qian Xiao Zhou Yi Li Zhongyi Hu 44 5 0 24 May 2022
Brachial Plexus Nerve Trunk Segmentation Using Deep Learning: A Comparative Study with Doctors' Manual Segmentation Yu Wang Binbin Zhu Lingsi Kong Jianlin Wang Bin Gao Jianhua Wang Dingcheng Tian Yudong Yao 21 7 0 17 May 2022
Deep Depth Completion from Extremely Sparse Data: A Survey Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 19 54 0 11 May 2022
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation Zhangfu Dong Yuting He Xiaoming Qi Yang Chen H. Shu J. Coatrieux Guanyu Yang Shuo Li 26 43 0 10 May 2022
Dual Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager Yuan Zhou Keran Chen Xiaofeng Li 26 19 0 04 May 2022
A Performance-Consistent and Computation-Efficient CNN System for High-Quality Automated Brain Tumor Segmentation Juncheng Tong Chunyan Wang 15 1 0 02 May 2022
Segmentation of kidney stones in endoscopic video feeds Zachary A. Stoebner Daiwei Lu Seokjun Hong N. Kavoussi I. Oguz 19 2 0 29 Apr 2022
Symmetric Transformer-based Network for Unsupervised Image Registration Mingrui Ma Lei Song Yuanbo Xu Gui-Xian Liu ViT MedIm 27 36 0 28 Apr 2022
BAGNet: Bidirectional Aware Guidance Network for Malignant Breast lesions Segmentation Gongping Chen Yuming Liu Yu Dai Jianxun Zhang Liang Cui Xiaotao Yin MedIm 33 7 0 28 Apr 2022
Unified GCNs: Towards Connecting GCNs with CNNs Ziyan Zhang Bo Jiang Bin Luo GNN 31 1 0 26 Apr 2022
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images Gongping Chen Yu Dai Jianxun Zhang Moi Hoon Yap 33 142 0 26 Apr 2022
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections Dario Sitnik I. Kopriva MedIm 29 3 0 14 Apr 2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images Jikuan Qian Rui Li Xin Yang Yuhao Huang Mingyuan Luo ... Wenhui Hong Ruobing Huang China Dong Ni Xining 27 10 0 14 Apr 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training Tugberk Erol Duygu Sarikaya 21 1 0 06 Apr 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 48 19 0 31 Mar 2022
Automatic Facial Skin Feature Detection for Everyone Qian Zheng Ankur Purwar Heng Zhao Guang Liang Lim Ling Li ... Jennifer Werner Dennis Sng M. Steensel Weisi Lin Alex C. Kot CVBM 12 5 0 30 Mar 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation Ange Lou Kareem O. Tawfik X. Yao Ziteng Liu J. Noble 25 38 0 29 Mar 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 27 27 0 28 Mar 2022
Video Polyp Segmentation: A Deep Learning Perspective Ge-Peng Ji Guobao Xiao Yu-Cheng Chou Deng-Ping Fan Kai Zhao Geng Chen Luc Van Gool 25 102 0 27 Mar 2022
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications Viet-Khoa Vo-Ho Kashu Yamazaki Hieu T. Hoang Minh-Triet Tran Ngan Le 17 4 0 16 Mar 2022