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
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation Wen Zou Muyi Sun 41 18 0 16 Mar 2022
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts S. S. Sengar Christopher Meulengracht M. Boesen Anders Føhrby Overgaard H. Gudbergsen J. Nybing Erik Dam 18 2 0 15 Mar 2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications Jin Hao Jiaxiang Liu Jin Li Wei Pan Rui-Xue Chen ... Hui-Dong Wu Youyi Zheng B. Fang Zuo-Qiang Liu Zhihe Zhao 32 4 0 11 Mar 2022
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI Xiaohan Liu Yanwei Pang Ruiqi Jin Yu Liu Zhenchang Wang 16 30 0 11 Mar 2022
An Efficient Polyp Segmentation Network Tugberk Erol Duygu Sarikaya MedIm 24 2 0 08 Mar 2022
$$\ell_1$DecNet+: A new architecture framework by $\ell_1$ decomposition and iteration unfolding for sparse feature segmentation$ $\ell_1$ DecNet+: A new architecture framework by $\ell_1$ decomposition and iteration unfolding for sparse feature segmentation Yumeng Ren Yiming Gao Chunlin Wu Bergen 21 3 0 05 Mar 2022
DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttae Juan P. Vigueras-Guillén J. Rooij B. V. Dooren H. Lemij E. Islamaj L. Vliet Koen A. Vermeer MedIm 18 12 0 03 Mar 2022
Adversarial samples for deep monocular 6D object pose estimation Jinlai Zhang Weiming Li Shuang Liang Hongya Wang Jihong Zhu AAML 13 3 0 01 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection N. S. An P. N. Lan D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang SSeg 24 30 0 28 Feb 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 37 64 0 24 Feb 2022
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing Huaqian Wu N. Souedet C. Jan Cédric Clouchoux T. Delzescaux 13 15 0 17 Feb 2022
Artificial Intelligence for the Metaverse: A Survey Thien Huynh-The Viet Quoc Pham Xuan-Qui Pham Thanh Thi Nguyen Zhu Han Dong-Seong Kim 33 408 0 15 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 40 13 0 14 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 19 4 0 12 Feb 2022
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network Muhammad Shahzad A. I. Umar S. H. Shirazi Israr Ahmed Shaikh 22 4 0 09 Feb 2022
Supervision by Denoising for Medical Image Segmentation Sean I. Young Adrian V. Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 29 3 0 07 Feb 2022
Retinal Vessel Segmentation with Pixel-wise Adaptive Filters Mingxing Li Shenglong Zhou Changsheng Chen Yueyi Zhang Dong Liu Zhiwei Xiong 26 15 0 03 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods Carmina Pérez-Guerrero A. Palacios Gilberto Ochoa-Ruiz Christian Mata J. Casal M. González-Mendoza Luis Eduardo Falcón-Morales 30 8 0 20 Jan 2022
Robust photon-efficient imaging using a pixel-wise residual shrinkage network Gongxin Yao Yiwei Chen Yong Liu Xiao Hu Yusu Pan 23 7 0 05 Jan 2022
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation Zefan Yang Di Lin Dong Ni Yi Wang MedIm 23 6 0 02 Jan 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 26 21 0 20 Dec 2021
Efficient spatio-temporal weather forecasting using U-Net Akshay Punjabi Pablo Izquierdo-Ayala 27 2 0 13 Dec 2021
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 35 56 0 05 Dec 2021
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 27 325 0 23 Nov 2021
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation Abhishek Srivastava S. Chanda Debesh Jha Michael A. Riegler P. Halvorsen Dag Johansen Umapada Pal SSeg 14 5 0 20 Nov 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 22 23 0 20 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 39 303 0 19 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 24 91 0 11 Nov 2021
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network Ge-Peng Ji Lei Zhu Mingchen Zhuge Keren Fu 30 153 0 05 Nov 2021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Xiangde Luo Wenjun Liao Jianghong Xiao Jieneng Chen Tao Song Xiaofan Zhang Kang Li Dimitris N. Metaxas Guotai Wang Shaoting Zhang 30 124 0 03 Nov 2021
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images Qing Liu Haotian Liu Wei Ke Yixiong Liang 8 6 0 30 Oct 2021
Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 32 11 0 29 Oct 2021
Traffic Forecasting on Traffic Moving Snippets Nina Wiedemann Martin Raubal AI4TS 18 2 0 27 Oct 2021
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks Sohini Roychowdhury 22 1 0 27 Oct 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 17 144 0 17 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 32 27 0 05 Oct 2021
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra SSL 36 6 0 01 Oct 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 21 8 0 25 Sep 2021
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Shishuai Hu Zehui Liao Jianpeng Zhang Yong-quan Xia OOD MedIm 25 56 0 13 Sep 2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 21 14 0 12 Sep 2021
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Klaus Schoeffmann 30 9 0 11 Sep 2021
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks Daniel Fernandez-Llaneza Andrea Gondova Harris Vince A. Patra M. Zurek P. Konings Patrik Kagelid L. Hultin 27 4 0 09 Sep 2021
Image-free single-pixel segmentation Haiyang Liu Liheng Bian Jun Zhang 3DV SSeg 8 14 0 24 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 30 129 0 23 Aug 2021
WRICNet:A Weighted Rich-scale Inception Coder Network for Multi-Resolution Remote Sensing Image Change Detection Yu Jiang Lei Hu Yongmei Zhang Xin Yang 17 8 0 18 Aug 2021
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation Haitong Tang Shuang He Mengduo Yang Xia Lu Qin Yu Kaiyue Liu Hongjie Yan Ni-zhuan Wang SSeg 22 12 0 01 Aug 2021
SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace Detection Hengli Wang Rui Fan Peide Cai Ming-Yu Liu 38 49 0 30 Jul 2021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation H. Zunair A. Ben Hamza SSeg MDE 15 224 0 26 Jul 2021
A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image Yu-Fang Wang Yiqing Shen Meng Yuan Jing Xu B. Yang Chicheng Liu Wenjia Cai Weijing Cheng Wei Wang 33 18 0 22 Jul 2021