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
TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Yao Chang Menghan Hu Zhai Guangtao Xiao-Ping Zhang MedIm ViT 76 96 0 12 Jul 2021
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 133 69 0 11 Jul 2021
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images Li Lin Zhonghua Wang Jiewei Wu Yijin Huang Junyan Lyu Pujin Cheng Jiong Wu Xiaoying Tang 27 36 0 10 Jul 2021
Towards Robust General Medical Image Segmentation Laura Alexandra Daza Juan C. Pérez Pablo Arbelaez OOD 28 25 0 09 Jul 2021
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 34 15 0 02 Jul 2021
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis Zhongliang Li Zhihao Jin Xuechen Li Linlin Shen SSL MedIm 15 1 0 23 Jun 2021
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model A. Sebastianelli A. Nowakowski Erika Puglisi M. P. D. Rosso J. Mifdal F. Pirri P. Mathieu Silvia Liberata Ullo 3DPC 23 2 0 23 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 30 8 0 15 Jun 2021
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation Ho Hin Lee Yucheng Tang Qi Yang Xin Yu Shunxing Bao L. Cai Lucas W. Remedios Bennett A. Landman Yuankai Huo 29 8 0 03 Jun 2021
Dense Nested Attention Network for Infrared Small Target Detection Boyang Li Chao Xiao Longguang Wang Yingqian Wang Zaiping Lin Miao Li W. An Yulan Guo 20 405 0 01 Jun 2021
Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction Yan Wang Peng Tang Yuyin Zhou Wei Shen Elliot K. Fishman Alan Yuille MedIm 30 24 0 31 May 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 572 0 27 May 2021
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 24 121 0 16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali P. Halvorsen 36 197 0 16 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 119 21 0 02 May 2021
FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation Nikhil Kumar Tomar Debesh Jha Michael A. Riegler Haavard D. Johansen Dag Johansen J. Rittscher P. Halvorsen Sharib Ali MedIm 20 148 0 31 Mar 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 40 62 0 29 Mar 2021
$Detecting micro fractures: A comprehensive comparison of conventional and machine-learning based segmentation methods$ Detecting micro fractures: A comprehensive comparison of conventional and machine-learning based segmentation methods Dongwon Lee N. Karadimitriou M. Ruf H. Steeb 16 7 0 23 Mar 2021
Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation João B. S. Carvalho J. Santinha DJordje Miladinović J. M. Buhmann SSeg 24 0 0 22 Mar 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur 36 21 0 10 Mar 2021
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation Yutong Xie Jianpeng Zhang Chunhua Shen Yong-quan Xia ViT MedIm 16 481 0 04 Mar 2021
MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures Luyan Liu Zhiwei Wen Songwei Liu Hong-Yu Zhou Hongwei Zhu Weicheng Xie Linlin Shen Kai Ma Yefeng Zheng 24 7 0 26 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 206 892 0 16 Feb 2021
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN Zuohui Chen Qing Yuan Xujie Song Cheng Chen Dan Zhang Yun Xiang Ruigang Liu Qi Xuan MedIm 46 8 0 16 Feb 2021
Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI Tarun Kanti Ghosh Md. Kamrul Hasan Shidhartho Roy Md. Ashraful Alam Eklas Hossain Mohiudding Ahmad 20 18 0 03 Feb 2021
Chest X-ray lung and heart segmentation based on minimal training sets B. Maga 7 6 0 20 Jan 2021
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 40 130 0 08 Jan 2021
Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures Chloe He R. Jain J. Chambost C. Jacques C. Hickman VLM 27 0 0 04 Jan 2021
CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans Tanvir Mahmud Md. Jahin Alam Sakib Chowdhury Shams Nafisa Ali Md. Maisoon Rahman Shaikh Anowarul Fattah Mohammad Saquib 13 37 0 03 Jan 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 52 23 0 31 Dec 2020
Adversarial Multiscale Feature Learning for Overlapping Chromosome Segmentation Liye Mei Yalan Yu Yueyun Weng Xiaopeng Guo Yan Liu Dupei Wang Shengnan Liu Fuling Zhou Cheng Lei MedIm 31 5 0 22 Dec 2020
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme F. Picetti S. Mandelli Paolo Bestagini V. Lipari Stefano Tubaro 38 12 0 07 Dec 2020
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans Tanvir Mahmud Md Awsafur Rahman S. Fattah S. Kung MedIm 12 21 0 02 Dec 2020
Learning Multiscale Convolutional Dictionaries for Image Reconstruction Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 25 27 0 25 Nov 2020
PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation Yutong Xie Jianpeng Zhang Zehui Liao Yong-quan Xia Chunhua Shen 18 46 0 25 Nov 2020
Automatic Brain Tumor Segmentation with Scale Attention Network Yading Yuan 33 31 0 06 Nov 2020
Distribution-aware Margin Calibration for Medical Image Segmentation Zhibin Li Litao Yu Jian Zhang 19 1 0 03 Nov 2020
Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 13 8 0 31 Oct 2020
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 42 33 0 21 Oct 2020
Local Label Point Correction for Edge Detection of Overlapping Cervical Cells Jiawei Liu Huijie Fan Qiang Wang Wentao Li Yandong Tang Danbo Wang Mingyi Zhou Li Chen 13 9 0 05 Oct 2020
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Jeya Maria Jose Valanarasu Vishwanath A. Sindagi I. Hacihaliloglu Vishal M. Patel SSeg 22 167 0 04 Oct 2020
Global Adaptive Filtering Layer for Computer Vision Viktor Shipitsin Iaroslav Bespalov Dmitry V. Dylov 17 6 0 02 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images Qingsong Xu X. Yuan Chaojun Ouyang Yue Zeng 9 3 0 20 Aug 2020
Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences Xiaoran Zhang M. Noga K. Punithakumar 16 13 0 18 Aug 2020
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer Yuting Liu Zheng Wang Miaojing Shi Shiníchi Satoh Qijun Zhao Hongyu Yang SSL 17 38 0 12 Aug 2020
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 24 228 0 18 Jul 2020
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation Dongyun Lin Yanpeng Cao Wenbin Zhu Yiqun Li UQCV 21 6 0 18 Jul 2020
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jeya Maria Jose Valanarasu Vishwanath A. Sindagi I. Hacihaliloglu Vishal M. Patel SSeg 27 152 0 08 Jun 2020
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Debesh Jha Michael A. Riegler Dag Johansen P. Halvorsen Haavard D. Johansen SSeg 6 586 0 08 Jun 2020