U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

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Title
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 129 712 0 09 Sep 2021
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing Zhe Kong Wentian Zhang Feng Liu Wenhan Luo Haozhe Liu Linlin Shen Raghavendra Ramachandra AAML 45 6 0 09 Sep 2021
Improving Building Segmentation for Off-Nadir Satellite Imagery Hanxiang Hao Sriram Baireddy Kevin J. LaTourette Latisha R. Konz Moses W. Chan M. Comer Edward J. Delp 41 3 0 08 Sep 2021
Learning the Physics of Particle Transport via Transformers O. Pastor-Serrano Zoltán Perkó MedIm 23 13 0 08 Sep 2021
Automated LoD-2 Model Reconstruction from Very-HighResolution Satellite-derived Digital Surface Model and Orthophoto Sheng Gui R. Qin 3DV 44 36 0 08 Sep 2021
Deep Learning for Multi-View Ultrasonic Image Fusion G. Pilikos L. Horchens Tristan van Leeuwen F. Lucka 21 2 0 08 Sep 2021
RoadAtlas: Intelligent Platform for Automated Road Defect Detection and Asset Management Zhuoxiao Chen Yiyun Zhang Yadan Luo Zijian Wang Jinjiang Zhong Anthony Southon 30 4 0 08 Sep 2021
nnFormer: Interleaved Transformer for Volumetric Segmentation Hong-Yu Zhou J. Guo Yinghao Zhang Lequan Yu Liansheng Wang Yizhou Yu ViT MedIm 29 308 0 07 Sep 2021
MRI Reconstruction Using Deep Energy-Based Model Yu Guan Zongjiang Tu Shanshan Wang Qiegen Liu Yuhao Wang Dong Liang DiffM MedIm 31 13 0 07 Sep 2021
Pano3D: A Holistic Benchmark and a Solid Baseline for $360^o$ Depth Estimation G. Albanis N. Zioulis Petros Drakoulis V. Gkitsas V. Sterzentsenko Federico Álvarez D. Zarpalas P. Daras MDE 35 47 0 06 Sep 2021
Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration Monika Grewal J. Wiersma H. Westerveld Peter A. N. Bosman Tanja Alderliesten MedIm 20 3 0 06 Sep 2021
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms Rui Fan Hengli Wang Yuan Wang Ming Liu Ioannis Pitas 24 66 0 06 Sep 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 29 7 0 06 Sep 2021
3D Human Texture Estimation from a Single Image with Transformers Xiangyu Xu Chen Change Loy 3DH 33 39 0 06 Sep 2021
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery S. Yoon Elisabeth Preuhs M. Schmidt C. Forman T. Chitiboi Puneet Sharma J. Fernandes Christoph Tillmanns J. Wetzl Andreas Maier 29 2 0 06 Sep 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 27 3 0 06 Sep 2021
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces Hui Guo Shu Hu Xin Wang Ming-Ching Chang Siwei Lyu CVBM 21 34 0 05 Sep 2021
Sparse Spatial Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin ISeg 36 0 0 04 Sep 2021
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke A. Dobshik A. Tulupov V. Berikov 29 3 0 04 Sep 2021
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging Yexing Hu Berkan Lafci Artur Luzgin Hao Wang J. Klohs X. Deán‐Ben R. Ni D. Razansky Wuwei Ren 26 11 0 04 Sep 2021
Spatiotemporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu Yang Chen Taiping Yao Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma 24 149 0 04 Sep 2021
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction Xiao Tang Tianyu Wang Chi-Wing Fu 3DH 19 63 0 03 Sep 2021
Weakly Supervised Few-Shot Segmentation Via Meta-Learning P. H. T. Gama Hugo Oliveira J. M. Junior J. D. Santos VLM 32 19 0 03 Sep 2021
ReLaX: Retinal Layer Attribution for Guided Explanations of Automated Optical Coherence Tomography Classification Evan Wen R. Sorenson Max Ehrlich 24 1 0 03 Sep 2021
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving Xuanchi Ren Tao Yang Erran L. Li Alexandre Alahi Qifeng Chen 30 24 0 03 Sep 2021
Real-Time Volumetric-Semantic Exploration and Mapping: An Uncertainty-Aware Approach R. Figueiredo Jonas Le Fevre Sejersen Jakob Grimm Hansen Martim Brandao Erdal Kayacan 28 13 0 03 Sep 2021
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks A. Mahbod Gerald Schaefer R. Ecker Isabella Ellinger 44 27 0 03 Sep 2021
Effect of the output activation function on the probabilities and errors in medical image segmentation Lars Nieradzik G. Scheuermann D. Saur Christina Gillmann SSeg MedIm UQCV 35 6 0 02 Sep 2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation Guangwei Gao Guoan Xu Juncheng Li Yi Yu Huimin Lu Jian Yang 31 72 0 02 Sep 2021
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images Menghui Jiang Huanfeng Shen Jie Li Liangpei Zhang 29 17 0 01 Sep 2021
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation Keumgang Cha Junghoon Seo Yeji Choi 40 29 0 31 Aug 2021
Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations Ido Ben-Yair Gil Ben Shalom Moshe Eliasof Eran Treister MQ 36 5 0 31 Aug 2021
RealisticHands: A Hybrid Model for 3D Hand Reconstruction Michael Seeber Roi Poranne Marc Polleyfeys Martin R. Oswald 3DH 14 7 0 31 Aug 2021
Deep Learning on Edge TPUs A. Kist Andreas M Kist 38 17 0 31 Aug 2021
Iterative Filter Adaptive Network for Single Image Defocus Deblurring Junyong Lee Hyeongseok Son Jaesung Rim Sunghyun Cho Seungyong Lee 30 120 0 31 Aug 2021
Dead Pixel Test Using Effective Receptive Field Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 27 25 0 31 Aug 2021
The Application of Convolutional Neural Networks for Tomographic Reconstruction of Hyperspectral Images Wei-Chih Huang M. Peters M. J. Ahlebaek Mads T. Frandsen R. Eriksen B. Jørgensen 19 14 0 30 Aug 2021
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input Mostafa Jahanifar Neda Zamani Tajeddin Navid Alemi Koohbanani Nasir M. Rajpoot 33 22 0 30 Aug 2021
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion Wei Niu Jiexiong Guan Yanzhi Wang G. Agrawal Bin Ren AI4CE 32 147 0 30 Aug 2021
Embedding Novel Views in a Single JPEG Image Yue Wu Guotao Meng Qifeng Chen 39 14 0 30 Aug 2021
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization Myung-Joon Kwon Seung-Hun Nam In-Jae Yu Heung-Kyu Lee Changick Kim 23 107 0 30 Aug 2021
SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery Chandrakanth Gudavalli E. Rosten L. Nataraj S. Chandrasekaran B. S. Manjunath 19 8 0 28 Aug 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 32 55 0 27 Aug 2021
High Fidelity Deep Learning-based MRI Reconstruction with Instance-wise Discriminative Feature Matching Loss Ke Wang Jonathan I. Tamir A. D. Goyeneche U. Wollner R. Brada Stella X. Yu Michael Lustig 15 18 0 27 Aug 2021
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation Wenxuan Zou Muyi Sun 40 9 0 27 Aug 2021
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation Cam-Ngoan Nguyen Zuhayr Asad Yuankai Huo ViT MedIm 32 35 0 26 Aug 2021
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris TTA 36 8 0 26 Aug 2021
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 33 5 0 26 Aug 2021
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder Dr. Saddam Hussain Khan Asifullah Khan Yeon Soo Lee Mehdi Hassan Woong-Kyo Jeong 31 21 0 26 Aug 2021
XCI-Sketch: Extraction of Color Information from Images for Generation of Colored Outlines and Sketches V. Manushree Sameer Saxena Parna Chowdhury Manisimha Varma Harsh Rathod Ankita Ghosh Sahil Khose 31 2 0 26 Aug 2021