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
Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction Yi Zhao Haoyu Li Cheng-I Jeff Lai Jennifer Williams Erica Cooper Junichi Yamagishi 84 18 0 16 May 2020
Guided interactive image segmentation using machine learning and color based data set clustering A. Friebel T. Johann D. Drasdo S. Hoehme 50 2 0 15 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 43 14 0 15 May 2020
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation Jun Liu X. Tai Shousheng Luo 46 13 0 15 May 2020
Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss Marcel Santana Santos Ing Ren Tsang N. Kalantari 128 148 0 15 May 2020
DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation Mohammad Rami Koujan A. Roussos Stefanos Zafeiriou 3DH CVBM 70 11 0 14 May 2020
DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images L. Ding Lorenzo Bruzzone 60 67 0 14 May 2020
Evolved Explainable Classifications for Lymph Node Metastases Iam Palatnik de Sousa M. Vellasco E. C. Silva 31 6 0 14 May 2020
Detector-SegMentor Network for Skin Lesion Localization and Segmentation Shreshth Saini D. Gupta A. Tiwari 51 13 0 13 May 2020
Multiple Attentional Pyramid Networks for Chinese Herbal Recognition Yingxue Xu Guihua Wen Yang Hu Mingnan Luo Dan Dai Y. Zhuang Wendy Hall 37 36 0 13 May 2020
FaR-GAN for One-Shot Face Reenactment Hanxiang Hao Sriram Baireddy A. Reibman Edward J. Delp 3DH CVBM 62 10 0 13 May 2020
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery J. Brandt F. Stolle 35 3 0 13 May 2020
DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images O. Tasar A. Giros Y. Tarabalka Pierre Alliez Sebastien Clerc 68 53 0 13 May 2020
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels Marvin Klingner Andreas Bär Philipp Donn Tim Fingscheidt CLL 160 45 0 12 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 128 537 0 12 May 2020
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing P. Dias Henry Medeiros UQCV 56 3 0 12 May 2020
One-Shot Recognition of Manufacturing Defects in Steel Surfaces Aditya M. Deshpande A. Minai Manish Kumar 48 58 0 12 May 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 72 25 0 11 May 2020
iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling Christian Etmann Rihuan Ke Carola-Bibiane Schönlieb SSeg 54 19 0 11 May 2020
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence Junsoo Lee Eungyeup Kim Yunsung Lee Dongjun Kim Jaehyuk Chang Jaegul Choo DiffM 130 154 0 11 May 2020
Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis Zichao Zhang Torsten Sattler Davide Scaramuzza 100 21 0 11 May 2020
Keep off the Grass: Permissible Driving Routes from Radar with Weak Audio Supervision David S. W. Williams D. Martini Matthew Gadd Letizia Marchegiani Paul Newman 70 12 0 11 May 2020
Gleason Score Prediction using Deep Learning in Tissue Microarray Image Yi-hong Zhang Jing Zhang Yang Song Yaxin Peng Guang Yang 29 6 0 11 May 2020
Celeganser: Automated Analysis of Nematode Morphology and Age Linfeng Wang Shu Kong Zachary Pincus Charless C. Fowlkes 44 13 0 11 May 2020
Normalized Convolutional Neural Network Dongsuk Kim Geonhee Lee Myungjae Lee S. Kang Dongmin Kim 155 1 0 11 May 2020
Hierarchical Regression Network for Spectral Reconstruction from RGB Images Yuzhi Zhao L. Po Qiong Yan Wei Liu Tingyu Lin 57 117 0 10 May 2020
An Integrated Enhancement Solution for 24-hour Colorful Imaging Feifan Lv Yinqiang Zheng Yicheng Li Feng Lu 92 19 0 10 May 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 88 161 0 10 May 2020
Temporal-Framing Adaptive Network for Heart Sound Segmentation without Prior Knowledge of State Duration Xingyao Wang Chengyu Liu Yuwen Li Xianghong Cheng Jianqing Li Gari D. Clifford MedIm 32 24 0 09 May 2020
ICE-GAN: Identity-aware and Capsule-Enhanced GAN with Graph-based Reasoning for Micro-Expression Recognition and Synthesis Jianhui Yu Chaoyi Zhang Yang Song Weidong (Tom) Cai GAN 58 18 0 09 May 2020
STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction Zhishuai Zhang Jiyang Gao Junhua Mao Yukai Liu Dragomir Anguelov Congcong Li 3DPC 3DH 86 61 0 08 May 2020
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results A. Abdelhamed Mahmoud Afifi Radu Timofte M. S. Brown Yue Cao ... Tingniao Wang C. Lei Bin Liu Rajat Gupta Vineet Kumar 99 85 0 08 May 2020
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View Lennart Reiher Bastian Lampe L. Eckstein 83 103 0 08 May 2020
Preterm infants' pose estimation with spatio-temporal features S. Moccia Lucia Migliorelli V. Carnielli Emanuele Frontoni 3DH 70 45 0 08 May 2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding Xin Wen Tianyang Li Zhizhong Han Yu-Shen Liu 3DPC 115 243 0 08 May 2020
Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images Kelei He Wei Zhao Xingzhi Xie Wen Ji Mingxia Liu ... F. Shi Yang Gao Jun Liu Junfeng Zhang Dinggang Shen 83 98 0 08 May 2020
Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations John McManigle Raquel R Bartz Lawrence Carin 60 3 0 08 May 2020
Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation Reinhard Heckel Mahdi Soltanolkotabi 75 81 0 07 May 2020
Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room Lena Maier-Hein M. Wagner T. Ross Annika Reinke S. Bodenstedt ... M. Apitz Annette Kopp-Schneider Stefanie Speidel H. Kenngott Beat P. Müller-Stich 105 85 0 07 May 2020
NTIRE 2020 Challenge on NonHomogeneous Dehazing C. Ancuti Cosmin Ancuti Florin-Alexandru Vasluianu Radu Timofte Jing Liu ... Zhe Yu Pratik Narang A. Mehra Navaneeth Raghunath Murari Mandal 55 102 0 07 May 2020
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image Boaz Arad Radu Timofte Ohad Ben-Shahar Yi Lin G. Finlayson Shai Givati Mohamed H. Sedky 108 125 0 07 May 2020
Hypergraph Learning for Identification of COVID-19 with CT Imaging Donglin Di F. Shi Fuhua Yan L. Xia Zhanhao Mo ... Miaofei Han Yaozong Gao H. Sui Yue Gao Dinggang Shen OOD 75 67 0 07 May 2020
Self-Supervised Human Depth Estimation from Monocular Videos Feitong Tan Hao Zhu Zhaopeng Cui Siyu Zhu Marc Pollefeys P. Tan SSL 3DH MDE 63 31 0 07 May 2020
Deeply Supervised Active Learning for Finger Bones Segmentation Ziyuan Zhao Xiaoyan Yang B. Veeravalli Zeng Zeng 64 13 0 07 May 2020
NTIRE 2020 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte A. Leonardis Greg Slabaugh Xiaotong Luo ... Densen Puthussery S. HrishikeshP. V. JijiC. Ashish Sinha Xuan Zhao SupR 77 40 0 06 May 2020
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation Mor Avi-Aharon Assaf Arbelle Tammy Riklin-Raviv 70 22 0 06 May 2020
DenoiSeg: Joint Denoising and Segmentation T. Buchholz M. Prakash Alexander Krull Florian Jug 3DV DiffM 89 62 0 06 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 77 19 0 06 May 2020
End-to-End Lane Marker Detection via Row-wise Classification Seungwoo Yoo Heeseok Lee Heesoo Myeong Sungrack Yun Hyoungwoo Park Janghoon Cho Duck Hoon Kim 118 159 0 06 May 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia Xi Ouyang Jiayu Huo L. Xia F. Shan Jun Liu ... Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang Dinggang Shen 69 311 0 06 May 2020