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
DeepNeuro: an open-source deep learning toolbox for neuroimaging Andrew Beers James M. Brown Ken Chang K. Hoebel Elizabeth R Gerstner Bruce Rosen Jayashree Kalpathy-Cramer MedIm 53 39 0 14 Aug 2018
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks Antonio Garcia-Uceda Juarez H. Tiddens M. de Bruijne 58 61 0 14 Aug 2018
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans Felix Lau Tom Hendriks Jesse Lieman-Sifry Berk Norman Sean Sall Daniel Golden GAN MedIm 61 33 0 14 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 418 575 0 13 Aug 2018
Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network Maosong Ran Jinrong Hu Yang Chen Hu Chen Huaiqiang Sun Jiliu Zhou Yi Zhang MedIm 64 92 0 12 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 80 248 0 11 Aug 2018
Weakly supervised learning of indoor geometry by dual warping Pulak Purkait Ujwal D. Bonde Christopher Zach 3DV MDE 27 0 0 10 Aug 2018
WonDerM: Skin Lesion Classification with Fine-tuned Neural Networks Y. Lee Sang-Hyuk Jung H. Won MedIm 26 33 0 10 Aug 2018
Deep Morphing: Detecting bone structures in fluoroscopic X-ray images with prior knowledge Aaron Pries P. Schreier A. Lamm Stefan Pede Jürgen Schmidt MedIm 23 2 0 09 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 111 135 0 09 Aug 2018
Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang Xi Peng Shijie Geng Lingfei Wu Shaoting Zhang Dimitris N. Metaxas 3DV 86 142 0 07 Aug 2018
Non-Learning based Deep Parallel MRI Reconstruction (NLDpMRI) A. Yazdanpanah O. Afacan Simon K. Warfield OOD 54 10 0 06 Aug 2018
Inner Space Preserving Generative Pose Machine Shuangjun Liu Sarah Ostadabbas GAN 60 6 0 06 Aug 2018
A Multi-task Framework for Skin Lesion Detection and Segmentation Sulaiman Vesal S. M. Patil Nishant Ravikumar Andreas Maier 30 41 0 05 Aug 2018
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI Sulaiman Vesal Nishant Ravikumar Andreas Maier MedIm 57 50 0 05 Aug 2018
Learning Multi-scale Features for Foreground Segmentation Long Ang Lim H. Keles SSeg 62 180 0 04 Aug 2018
T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai MDE GAN 89 194 0 04 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 138 2,214 0 02 Aug 2018
Sparse and Dense Data with CNNs: Depth Completion and Semantic Segmentation M. Jaritz Raoul de Charette É. Wirbel Xavier Perrotton F. Nashashibi 3DPC 3DV MDE 84 268 0 02 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 62 27 0 02 Aug 2018
Recurrent neural networks for aortic image sequence segmentation with sparse annotations Wenjia Bai Hideaki Suzuki C. Qin G. Tarroni Ozan Oktay Paul M. Matthews Daniel Rueckert MedIm 100 113 0 01 Aug 2018
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 119 324 0 01 Aug 2018
WeedMap: A large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming Inkyu Sa Marija Popović R. Khanna Zetao Chen Philipp Lottes F. Liebisch Juan I. Nieto C. Stachniss Achim Walter Roland Siegwart 84 218 0 31 Jul 2018
ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction Ali Dabouei Sobhan Soleymani Hadi Kazemi Seyed Mehdi Iranmanesh J. Dawson Nasser M. Nasrabadi GAN 38 24 0 31 Jul 2018
Deep End-to-end Fingerprint Denoising and Inpainting Youness Mansar 21 6 0 31 Jul 2018
Fast Sketch Segmentation and Labeling with Deep Learning Lei Li Hongbo Fu Chiew-Lan Tai 3DPC 60 55 0 31 Jul 2018
A Two-Stream Mutual Attention Network for Semi-supervised Biomedical Segmentation with Noisy Labels Shaobo Min Xiao Chen Zhengjun Zha Feng Wu Yongdong Zhang 76 80 0 31 Jul 2018
Security and Privacy Issues in Deep Learning Ho Bae Jaehee Jang Dahuin Jung Hyemi Jang Heonseok Ha Hyungyu Lee Sungroh Yoon SILM MIACV 147 79 0 31 Jul 2018
Deep Graph Laplacian Regularization for Robust Denoising of Real Images Jin Zeng Jiahao Pang Wenxiu Sun Gene Cheung 75 34 0 31 Jul 2018
Pulse Sequence Resilient Fast Brain Segmentation Amod Jog Bruce Fischl OOD 61 16 0 30 Jul 2018
Leveraging Motion Priors in Videos for Improving Human Segmentation Yu-Ting Chen Wen-Yen Chang Hai Lu Tingfan Wu Min Sun 47 2 0 30 Jul 2018
Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes V. Valindria I. Lavdas Juan J. Cerrolaza E. Aboagye A. Rockall Daniel Rueckert Ben Glocker 68 17 0 30 Jul 2018
Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network Yongcheng Liu Bin Fan Lingfeng Wang Jun Bai Shiming Xiang Chunhong Pan 82 255 0 30 Jul 2018
Efficient Uncertainty Estimation for Semantic Segmentation in Videos Po-Yu Huang W. Hsu Chun-Yueh Chiu Tingfan Wu Min Sun BDL UQCV 74 108 0 29 Jul 2018
MoCoNet: Motion Correction in 3D MPRAGE images using a Convolutional Neural Network approach Kamlesh Pawar Zhaolin Chen N. Shah Gary F. Egan 85 20 0 29 Jul 2018
A Deep Learning based Joint Segmentation and Classification Framework for Glaucoma Assesment in Retinal Color Fundus Images A. Chakravarty J. Sivaswamy MedIm 46 23 0 29 Jul 2018
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks Snehashis Roy J. Butman Dzung L. Pham MedIm 37 27 0 27 Jul 2018
TBI Contusion Segmentation from MRI using Convolutional Neural Networks Snehashis Roy J. Butman L. Chan Dzung L. Pham MedIm 45 22 0 27 Jul 2018
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance Andrew Jesson N. Guizard Sina Hamidi Ghalehjegh D. Goblot F. Soudan Nicolas Chapados 73 48 0 27 Jul 2018
X2Face: A network for controlling face generation by using images, audio, and pose codes Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM 96 416 0 27 Jul 2018
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping Haitian Zheng Mengqi Ji Haoqian Wang Yebin Liu Lu Fang SupR 63 193 0 27 Jul 2018
A Deep Learning Framework for Automatic Diagnosis in Lung Cancer Nikolay Burlutskiy Feng Gu Lena Kajland Wilén M. Backman P. Micke 75 12 0 27 Jul 2018
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning Jen-Tang Lu S. Pedemonte B. Bizzo S. Doyle Katherine P. Andriole Mark H. Michalski R. González S. Pomerantz 68 45 0 26 Jul 2018
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification Apoorva Sikka Skand Peri Deepti R. Bathula MedIm 73 36 0 26 Jul 2018
Instance Segmentation by Deep Coloring V. Kulikov V. Yurchenko Victor Lempitsky VLM SSeg ISeg 65 29 0 26 Jul 2018
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas DiffM VGen 72 101 0 26 Jul 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 73 562 0 26 Jul 2018
Where are the Blobs: Counting by Localization with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 71 199 0 25 Jul 2018
Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images Feng Gu Nikolay Burlutskiy Mats Andersson Lena Kajland Wilén SSeg 66 37 0 25 Jul 2018
Toward Scale-Invariance and Position-Sensitive Region Proposal Networks Hsueh-Fu Lu Xiaofei Du Ping-Lin Chang ObjD 52 6 0 25 Jul 2018