U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,213 papers shown

Title
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models S. Šćepanović O. Antropov Pekka Laurila Y. Rauste V. Ignatenko J. Praks SSeg 53 42 0 11 Dec 2019
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images Yi Zhou Boyang Wang Xiaodong He Shanshan Cui Ling Shao GAN MedIm 56 93 0 10 Dec 2019
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments Mert Kayhan Okan Kopuklu Mhd Hasan Sarhan Mehmet Yigitsoy Abouzar Eslami Gerhard Rigoll 59 4 0 10 Dec 2019
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data Xiaying Wang Lukas Cavigelli M. Eggimann Michele Magno Luca Benini 75 21 0 10 Dec 2019
Basis Prediction Networks for Effective Burst Denoising with Large Kernels Zhihao Xia Federico Perazzi Michael Gharbi Kalyan Sunkavalli Ayan Chakrabarti AI4TS 74 69 0 09 Dec 2019
DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Data Aljaz Bozic Michael Zollhöfer Christian Theobalt Matthias Nießner 3DH 3DV 81 101 0 09 Dec 2019
Butterfly-Net2: Simplified Butterfly-Net and Fourier Transform Initialization Zhongshu Xu Yingzhou Li Xiuyuan Cheng 44 8 0 09 Dec 2019
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps Yuan Xue Hui Tang Zhi Qiao G. Gong Yong Yin Zhen Qian Chao Huang Wei Fan Xiaolei Huang MedIm 80 128 0 09 Dec 2019
Neural Wireframe Renderer: Learning Wireframe to Image Translations Yuan Xue Zihan Zhou Xiaolei Huang 3DV 44 0 0 09 Dec 2019
Dually Supervised Feature Pyramid for Object Detection and Segmentation Fan Yang Cheng Lu Yandong Guo Longin Jan Latecki Haibin Ling 49 5 0 08 Dec 2019
Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR) Aniket Pramanik H. Aggarwal M. Jacob 109 61 0 07 Dec 2019
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence Donghuan Lu Morgan Lindsay Heisler Da Ma Setareh Dabiri Sieun Lee G. Ding M. Sarunic M. Beg 35 4 0 07 Dec 2019
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 112 213 0 06 Dec 2019
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 133 551 0 05 Dec 2019
KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent Objects Xingyu Liu Rico Jonschkowski A. Angelova K. Konolige 3DH 81 120 0 05 Dec 2019
MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learning Tomaso Fontanini Eleonora Iotti Luca Donati Andrea Prati GAN AI4CE 146 24 0 05 Dec 2019
Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning Hao Chen M. Giuffrida P. Doerner Sotirios A. Tsaftaris 50 6 0 05 Dec 2019
Ultrafast Photorealistic Style Transfer via Neural Architecture Search Jie An Haoyi Xiong Jun Huan Jiebo Luo 93 75 0 05 Dec 2019
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar SSeg 39 6 0 04 Dec 2019
Learning to synthesise the ageing brain without longitudinal data Tian Xia A. Chartsias Chengjia Wang Sotirios A. Tsaftaris OOD MedIm 91 54 0 04 Dec 2019
Knee Cartilage Segmentation Using Diffusion-Weighted MRI A. Duarte Chaitra V. Hegde Aakash Kaku S. Mohan J. Raya MedIm 48 1 0 04 Dec 2019
Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network Longyin Wen Dawei Du Pengfei Zhu Q. Hu Qilong Wang Liefeng Bo Siwei Lyu 3DV AI4TS 55 26 0 04 Dec 2019
A Survey of Black-Box Adversarial Attacks on Computer Vision Models Siddhant Bhambri Sumanyu Muku Avinash Tulasi Arun Balaji Buduru AAML VLM 72 79 0 03 Dec 2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 67 46 0 03 Dec 2019
RGPNet: A Real-Time General Purpose Semantic Segmentation Elahe Arani Shabbir Marzban Andrei Pata Bahram Zonooz SSeg 62 34 0 03 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 421 5,847 0 03 Dec 2019
Learning to Super Resolve Intensity Images from Events Mohammad Mostafavi Jonghyun Choi Kuk-Jin Yoon SupR 68 75 0 03 Dec 2019
Offset Sampling Improves Deep Learning based Accelerated MRI Reconstructions by Exploiting Symmetry Aaron Defazio 63 8 0 02 Dec 2019
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge N. Heller Hyunjin Park Klaus H. Maier-Hein X. Hou Chunmei Xie ... S. Peterson A. Kalapara N. Sathianathen Nikolaos Papanikolopoulos C. Weight 67 493 0 02 Dec 2019
IPG-Net: Image Pyramid Guidance Network for Small Object Detection Ziming Liu Guangyu Gao Lin Sun Lingyu Fang ObjD 143 54 0 02 Dec 2019
Detecting GAN generated errors Xiru Zhu Fengdi Che Tianzi Yang Tzuyang Yu David Meger Gregory Dudek 39 2 0 02 Dec 2019
DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction Andreas Kuhn Christian Sormann Mattia Rossi O. Erdler Friedrich Fraundorfer 3DV 70 52 0 01 Dec 2019
Stochastic tissue window normalization of deep learning on computed tomography Yuankai Huo Yucheng Tang Yunqiang Chen Dashan Gao Shizhong Han ... Smita De J. Terry J. Carr R. Abramson Bennett A. Landman OOD 48 18 0 01 Dec 2019
LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation Keunhong Park Arsalan Mousavian Yu Xiang Dieter Fox 89 134 0 01 Dec 2019
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 113 85 0 30 Nov 2019
Image segmentation of liver stage malaria infection with spatial uncertainty sampling A. Soleimany Harini Suresh Jose Javier Gonzalez Ortiz Divya Shanmugam N. Gural John Guttag S. Bhatia 16 5 0 30 Nov 2019
EM-NET: Centerline-Aware Mitochondria Segmentation in EM Images via Hierarchical View-Ensemble Convolutional Network Zhimin Yuan Jiajin Yi Zhengrong Luo Zhongdao Jia Jialin Peng 70 17 0 30 Nov 2019
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans Angela Dai Christian Diller Matthias Nießner 3DPC 3DV 105 141 0 29 Nov 2019
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Alireza Mehrtash W. Wells C. Tempany Purang Abolmaesumi Tina Kapur OOD FedML UQCV 140 279 0 29 Nov 2019
Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response Kazuya Nishimura Dai Fei Elmer Ker Ryoma Bise 101 40 0 29 Nov 2019
Indirect Local Attacks for Context-aware Semantic Segmentation Networks Krishna Kanth Nakka Mathieu Salzmann SSeg AAML 64 31 0 29 Nov 2019
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation Sethu Hareesh Kolluru SSeg 18 1 0 29 Nov 2019
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 50 2 0 29 Nov 2019
Simulation-based reinforcement learning for real-world autonomous driving B. Osinski Adam Jakubowski Piotr Milos Pawel Ziecina Christopher Galias S. Homoceanu Henryk Michalewski 112 122 0 29 Nov 2019
xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation M. Jaritz Tuan-Hung Vu Raoul de Charette É. Wirbel P. Pérez 3DPC 90 200 0 28 Nov 2019
PhIT-Net: Photo-consistent Image Transform for Robust Illumination Invariant Matching Damian Kaliroff Guy Gilboa 68 2 0 28 Nov 2019
DeepGoal: Learning to Drive with driving intention from Human Control Demonstration Huifang Ma Yue Wang R. Xiong S. Kodagoda Li Tang 54 7 0 28 Nov 2019
Lidar-Camera Co-Training for Semi-Supervised Road Detection Luca Caltagirone Lennart Svensson M. Wahde Martin Sanfridson 22 9 0 28 Nov 2019
AutoRemover: Automatic Object Removal for Autonomous Driving Videos Rong Zhang Wei Li Peng Wang Chenye Guan Jin Fang Yuhang Song Jinhui Yu Baoquan Chen Weiwei Xu Ruigang Yang 25 16 0 28 Nov 2019
Unsupervised Many-to-Many Image-to-Image Translation Across Multiple Domains Ye Lin Keren Fu Shenggui Ling Peng Cheng 30 1 0 28 Nov 2019