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
Solving Inverse Problems With Deep Neural Networks -- Robustness Included? Martin Genzel Jan Macdonald M. März AAML OOD 27 101 0 09 Nov 2020
Sim-to-Real Transfer for Vision-and-Language Navigation Peter Anderson Ayush Shrivastava Joanne Truong Arjun Majumdar Devi Parikh Dhruv Batra Stefan Lee LM&Ro 36 106 0 07 Nov 2020
Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation Liangzi Rong Chunping Li 28 48 0 07 Nov 2020
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images Shenghua He K. T. Minn L. Solnica-Krezel M. Anastasio Hua Li 24 59 0 07 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
Automatic Brain Tumor Segmentation with Scale Attention Network Yading Yuan 33 31 0 06 Nov 2020
RetinaGAN: An Object-aware Approach to Sim-to-Real Transfer Daniel Ho Kanishka Rao Zhuo Xu Eric Jang Mohi Khansari Yunfei Bai GAN LM&Ro 45 97 0 06 Nov 2020
Teaching with Commentaries Aniruddh Raghu M. Raghu Simon Kornblith David Duvenaud Geoffrey E. Hinton 14 24 0 05 Nov 2020
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection Hao Zhu Chaoyou Fu Qianyi Wu Wayne Wu Chao Qian Ran He 38 32 0 05 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 43 368 0 04 Nov 2020
Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning Shantam Shorewala Armaan Ashfaque R. Sidharth Ujjwal Verma 24 67 0 04 Nov 2020
Covariance Self-Attention Dual Path UNet for Rectal Tumor Segmentation Haijun Gao Bochuan Zheng Dazhi Pan Xiangyin Zeng 22 2 0 04 Nov 2020
DR-Unet104 for Multimodal MRI brain tumor segmentation Jordan Colman Lei Zhang Wenting Duan Xujiong Ye 8 20 0 04 Nov 2020
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds Yara Ali Alnaggar Mohamed Afifi K. Amer Mohamed ElHelw 3DPC 26 43 0 03 Nov 2020
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge Lucas Fidon Sebastien Ourselin Tom Kamiel Magda Vercauteren OOD MedIm 21 41 0 03 Nov 2020
Distribution-aware Margin Calibration for Medical Image Segmentation Zhibin Li Litao Yu Jian Zhang 19 1 0 03 Nov 2020
SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural Environment Fangwen Shu Paul Lesur Yaxu Xie A. Pagani D. Stricker 29 26 0 02 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 23 1,041 0 02 Nov 2020
Facial Keypoint Sequence Generation from Audio Prateek Manocha Prithwijit Guha 3DH VGen 23 0 0 02 Nov 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera Denis Tomè Thiemo Alldieck Patrick Peluse Gerard Pons-Moll Lourdes Agapito H. Badino Fernando de la Torre EgoV 21 74 0 02 Nov 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation Juyoung Yang Chanho Lee Pyunghwan Ahn Haeil Lee Eojindl Yi Junmo Kim 3DPC 15 11 0 02 Nov 2020
nnU-Net for Brain Tumor Segmentation Fabian Isensee Paul F. Jaeger Peter M. Full Philipp Vollmuth Klaus H. Maier-Hein 22 292 0 02 Nov 2020
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images Taimur Hassan Bilal Hassan A. El-Baz Naoufel Werghi 29 10 0 01 Nov 2020
AGAIN-VC: A One-shot Voice Conversion using Activation Guidance and Adaptive Instance Normalization Yen-Hao Chen Da-Yi Wu Tsung-Han Wu Hung-yi Lee 23 107 0 31 Oct 2020
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19 P. Vidal J. D. Moura Jorge Novo M. Ortega OOD 11 60 0 30 Oct 2020
Adversarial Robust Training of Deep Learning MRI Reconstruction Models Francesco Calivá Kaiyang Cheng Rutwik Shah V. Pedoia OOD AAML MedIm 25 10 0 30 Oct 2020
(Un)Masked COVID-19 Trends from Social Media A. Singh Paras Mehan Divyanshu Sharma Rohan Pandey Tavpritesh Sethi Ponnurangam Kumaraguru 32 1 0 30 Oct 2020
Wide-angle Image Rectification: A Survey Jinlong Fan Jing Zhang Stephen J. Maybank Dacheng Tao 14 18 0 30 Oct 2020
Bridging Composite and Real: Towards End-to-end Deep Image Matting Jizhizi Li Jing Zhang Stephen J. Maybank Dacheng Tao 22 112 0 30 Oct 2020
CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks Shahin Heidarian Parnian Afshar Arash Mohammadi M. Rafiee A. Oikonomou Konstantinos N. Plataniotis F. Naderkhani 27 26 0 30 Oct 2020
PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube Map Seo Woo Han D. Suh GAN 3DPC 21 16 0 30 Oct 2020
deep21: a Deep Learning Method for 21cm Foreground Removal T. Lucas Makinen Lachlan Lancaster F. Villaescusa-Navarro Peter Melchior S. Ho Laurence Perreault Levasseur D. Spergel 3DPC 22 28 0 29 Oct 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 33 23 0 29 Oct 2020
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition Xiang Hao Xiangdong Su Zhiyu Wang Hui Zhang Batushiren 9 32 0 29 Oct 2020
FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements Salman S. Khan Varun Sundar Vivek Boominathan Ashok Veeraraghavan Kaushik Mitra 3DV 30 67 0 29 Oct 2020
Recurrent neural circuits for contour detection Drew Linsley Junkyung Kim A. Ashok Thomas Serre 11 45 0 29 Oct 2020
Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data Boyo Chen Buo‐Fu Chen Yungang Chen 11 15 0 28 Oct 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 26 325 0 28 Oct 2020
Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction C. Russo Sidong Liu A. Di Ieva 17 15 0 27 Oct 2020
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index Tom Eelbode J. Bertels Maxim Berman Dirk Vandermeulen F. Maes R. Bisschops Matthew B. Blaschko 25 255 0 26 Oct 2020
Flexible Piecewise Curves Estimation for Photo Enhancement Chongyi Li Chunle Guo Qiming Ai Shangchen Zhou Chen Change Loy 33 19 0 26 Oct 2020
What is the best data augmentation for 3D brain tumor segmentation? M. Cirillo David Abramian Anders Eklund 22 4 0 26 Oct 2020
Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy S. Shailja Jiaxiang Jiang B. S. Manjunath 8 8 0 26 Oct 2020
Context Aware 3D UNet for Brain Tumor Segmentation Parvez Ahmad Saqib Qamar Linlin Shen Adnan Saeed SSeg 18 34 0 25 Oct 2020
High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks S. Khaki Hieu H. Pham Ye Han W. Kent Lizhi Wang 34 17 0 23 Oct 2020
Primal-Dual Mesh Convolutional Neural Networks Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 56 89 0 23 Oct 2020
Using Deep Image Priors to Generate Counterfactual Explanations V. Narayanaswamy Jayaraman J. Thiagarajan A. Spanias 18 4 0 22 Oct 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising Yaochen Xie Zhengyang Wang Shuiwang Ji 17 109 0 22 Oct 2020
CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-spectrogram Conversion Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Nobukatsu Hojo 21 78 0 22 Oct 2020
LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation Woosung Choi Minseok Kim Jaehwa Chung Soonyoung Jung 33 32 0 22 Oct 2020