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
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 33 79 0 12 Apr 2021
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo Shiyu Tan Yichen Wu Shoou-I Yu Ashok Veeraraghavan 33 16 0 09 Apr 2021
A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning R. Sepasdar Anuj Karpatne Maryam Shakiba AI4CE 29 59 0 09 Apr 2021
Bootstrapping Semantic Segmentation with Regional Contrast Shikun Liu Shuaifeng Zhi Edward Johns Andrew J. Davison ISeg 20 122 0 09 Apr 2021
Spatially-Varying Outdoor Lighting Estimation from Intrinsics Yongjie Zhu Yinda Zhang Si Li Boxin Shi 29 20 0 09 Apr 2021
Panoptic Segmentation Forecasting Colin Graber Grace Tsai Michael Firman Gabriel J. Brostow A. Schwing 41 12 0 08 Apr 2021
Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond Anneke Meyer Suhita Ghosh D. Schindele M. Schostak Sebastian Stober C. Hansen Marko Rak 28 16 0 08 Apr 2021
Progressive Semantic Segmentation Chuong Huynh Anh Tran Khoa Luu Minh Hoai 16 87 0 08 Apr 2021
Track, Check, Repeat: An EM Approach to Unsupervised Tracking Adam W. Harley Yiming Zuo Jing Wen Ayush Mangal Shubhankar Potdar Ritwick Chaudhry Katerina Fragkiadaki 28 9 0 07 Apr 2021
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution Xiu Li J. Suo Weihang Zhang Xin Yuan Qionghai Dai 21 20 0 07 Apr 2021
DG-Font: Deformable Generative Networks for Unsupervised Font Generation Yangchen Xie Xinyuan Chen Li Sun Yue Lu 24 107 0 07 Apr 2021
Deep Interpretable Models of Theory of Mind Ini Oguntola Dana Hughes Katia P. Sycara HAI 33 23 0 07 Apr 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing Byung-Hoon Kim Joonyoung Song J. C. Ye JaeHyun Baek 18 26 0 07 Apr 2021
First arrival picking using U-net with Lovasz loss and nearest point picking method Pengyu Yuan Wenyi Hu Xuqing Wu Jiefu Chen H. Nguyen 26 14 0 06 Apr 2021
A New Dimension in Testimony: Relighting Video with Reflectance Field Exemplars Loc Huynh B. Kishore P. Debevec 3DH 29 2 0 06 Apr 2021
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling Junhyeok Lee Seungu Han DiffM 29 67 0 06 Apr 2021
Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting Xin Wang Yang Zhao Tangwen Yang Q. Ruan 18 18 0 06 Apr 2021
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer Thao-Ngoc Nguyen Anh Tran Minh Hoai 21 48 0 05 Apr 2021
CCSNet: a deep learning modeling suite for CO $_2$ storage Gege Wen C. Hay S. Benson 35 73 0 05 Apr 2021
Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations Zhenyu Jiang Yifeng Zhu Maxwell Svetlik Kuan Fang Yuke Zhu 19 139 0 04 Apr 2021
Hypercorrelation Squeeze for Few-Shot Segmentation Juhong Min Dahyun Kang Minsu Cho 31 288 0 04 Apr 2021
IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction Tao Wang Wenjun Xia Zexin Lu Huaiqiang Sun Yan Liu Hu Chen Jiliu Zhou Yi Zhang OOD 41 26 0 03 Apr 2021
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta Sharib Ali L. Goldsmith B. Turney J. Rittscher 52 3 0 02 Apr 2021
LiftPool: Bidirectional ConvNet Pooling Jiaojiao Zhao Cees G. M. Snoek 8 19 0 02 Apr 2021
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation Youngmin Oh Beomjun Kim Bumsub Ham NoLa 30 97 0 02 Apr 2021
The Spatially-Correlative Loss for Various Image Translation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai 30 116 0 02 Apr 2021
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering Fu-En Wang Yu-Hsuan Yeh Min Sun Wei-Chen Chiu Yi-Hsuan Tsai MDE 3DV 24 49 0 01 Apr 2021
Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches Benoît Guillard Edoardo Remelli Pierre Yvernay Pascal Fua 3DV 19 77 0 01 Apr 2021
Explore Image Deblurring via Blur Kernel Space Phong Tran Anh Tran Quynh Phung Minh Hoai 19 71 0 01 Apr 2021
Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual Test Pengliang Ji Li Ruan Yunzhi Xue Limin Xiao Qian Dong 34 35 0 01 Apr 2021
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow Huaizu Jiang Erik Learned-Miller 3DPC 31 5 0 31 Mar 2021
Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support W. Ożga D. Quoc Christof Fetzer FedML 28 4 0 31 Mar 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 46 48 0 30 Mar 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 33 297 0 30 Mar 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Tianhan Xu W. Takano 3DH 32 204 0 30 Mar 2021
Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks Antonio Garcia-Uceda Juarez R. Selvan Z. Saghir H. Tiddens M. de Bruijne 3DV 23 43 0 30 Mar 2021
Is segmentation uncertainty useful? Steffen Czolbe K. Arnavaz Oswin Krause Aasa Feragen UQCV 28 43 0 30 Mar 2021
Multi-View Radar Semantic Segmentation Arthur Ouaknine A. Newson P. Pérez F. Tupin Julien Rebut 28 76 0 30 Mar 2021
XVFI: eXtreme Video Frame Interpolation Hyeonjun Sim Jihyong Oh Munchurl Kim 57 164 0 30 Mar 2021
Two-Stage Monte Carlo Denoising with Adaptive Sampling and Kernel Pool Tiange Xiang Hongliang Yuan Haozhi Huang Yujin Shi 14 1 0 30 Mar 2021
Rethinking Neural Operations for Diverse Tasks Nicholas Roberts M. Khodak Tri Dao Liam Li Christopher Ré Ameet Talwalkar AI4CE 36 22 0 29 Mar 2021
Mining Latent Classes for Few-shot Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 44 126 0 29 Mar 2021
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems William Herzberg D. Rowe A. Hauptmann S. Hamilton GNN MedIm AI4CE 18 33 0 28 Mar 2021
Attention to Warp: Deep Metric Learning for Multivariate Time Series Shinnosuke Matsuo Xiaomeng Wu Gantugs Atarsaikhan Akisato Kimura K. Kashino Brian Kenji Iwana S. Uchida AI4TS 26 3 0 28 Mar 2021
Invertible Image Signal Processing Yazhou Xing Zian Qian Qifeng Chen 26 112 0 28 Mar 2021
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation Zixiang Zhou Yang Zhang H. Foroosh 3DPC 32 124 0 27 Mar 2021
Equivariant Imaging: Learning Beyond the Range Space Dongdong Chen Julián Tachella Mike E. Davies SSL 34 94 0 26 Mar 2021
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester MedIm 13 3 0 26 Mar 2021
Combining distribution-based neural networks to predict weather forecast probabilities M. Clare Omar Jamil C. Morcrette UQCV 22 41 0 26 Mar 2021
Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling Zhichao Huang Xintong Han Jia Xu Tong Zhang 3DH 37 24 0 26 Mar 2021