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
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing Nan Wang Yabin Zhou F. Han H. Zhu Yaojing Zheng GAN 83 98 0 21 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 145 193 0 21 Dec 2019
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Transfer Learning with Edge Attention for Prostate MRI Segmentation Xiangxiang Qin MedIm 44 16 0 20 Dec 2019
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High Resolution Millimeter Wave Imaging For Self-Driving Cars Junfeng Guan Sohrab Madani Suraj Jog Haitham Hassanieh 45 9 0 19 Dec 2019
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Minh H. Vu G. Grimbergen T. Nyholm Tommy Löfstedt SSeg 69 32 0 19 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 33 17 0 19 Dec 2019
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Scale-wise Convolution for Image Restoration Yuchen Fan Jiahui Yu Ding Liu Thomas S. Huang 63 39 0 19 Dec 2019
TextTubes for Detecting Curved Text in the Wild Joël Seytre Jon Wu Alessandro Achille 29 4 0 19 Dec 2019
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 135 474 0 18 Dec 2019
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation Darvin Yi E. Grøvik Michael Iv E. Tong K. Emblem ... A. Latysheva K. Jacobsen Å. Helland Greg Zaharchuk D. Rubin OOD 26 12 0 18 Dec 2019
Ambient Lighting Generation for Flash Images with Guided Conditional Adversarial Networks J. Chavez R. Mora Edward J. Y. Cayllahua Cahuina 32 1 0 18 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 73 24 0 18 Dec 2019
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data Jeya Maria Jose Valanarasu R. Yasarla Puyang Wang Ilker Hacihaliloglu Vishal M. Patel 69 30 0 18 Dec 2019
Learning Regional Attraction for Line Segment Detection Nan Xue S. Bai Fudong Wang Guisong Xia Tianfu Wu Liangpei Zhang Philip Torr 74 32 0 18 Dec 2019
Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators Xing Di Vishal M. Patel GAN CVBM 113 15 0 17 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 183 904 0 17 Dec 2019
AeroRIT: A New Scene for Hyperspectral Image Analysis Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew J. Hoffman SSeg 80 37 0 17 Dec 2019
Towards personalized diagnosis of Glioblastoma in Fluid-attenuated inversion recovery (FLAIR) by topological interpretable machine learning M. Rucco L. Falsetti G. Viticchi 18 21 0 17 Dec 2019
CAG: A Real-time Low-cost Enhanced-robustness High-transferability Content-aware Adversarial Attack Generator Huy Phan Yi Xie Siyu Liao Jie Chen Bo Yuan AAML 73 20 0 16 Dec 2019
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks Makena Low Priyanka Raina 49 22 0 16 Dec 2019
RoboCup 2019 AdultSize Winner NimbRo: Deep Learning Perception, In-Walk Kick, Push Recovery, and Team Play Capabilities Diego Rodriguez Hafez Farazi Grzegorz Ficht D. Pavlichenko André Brandenburger M. Hosseini O. Kosenko M. Schreiber M. Missura Sven Behnke 32 14 0 16 Dec 2019
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax Karan Jakhar Rohit Bajaj Ruchika Gupta SSeg 28 14 0 16 Dec 2019
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks Mohammed S. Majdi M. Keerthivasan B. Rutt N. Zahr Jeffrey J. Rodríguez M. Saranathan 39 0 0 16 Dec 2019
BatVision: Learning to See 3D Spatial Layout with Two Ears J. H. Christensen Sascha Hornauer Stella X. Yu 74 57 0 15 Dec 2019
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection Zhe Chen Wanli Ouyang Tongliang Liu Dacheng Tao ViT 81 23 0 15 Dec 2019
Hierarchical Deep Stereo Matching on High-resolution Images Gengshan Yang Joshua M. Manela Michael Happold Deva Ramanan 3DV 111 262 0 13 Dec 2019
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation Taha Emara H. A. E. Munim Hazem M. Abbas SSeg 112 69 0 13 Dec 2019
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations Alan Dolhasz Carlo Harvey Ian Williams AAML 38 4 0 13 Dec 2019
Down to the Last Detail: Virtual Try-on with Detail Carving Jiahang Wang Wei Zhang Weizhong Liu Tao Mei 3DH 62 12 0 13 Dec 2019
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 3DV 96 93 0 12 Dec 2019
Local Context Normalization: Revisiting Local Normalization Anthony Ortiz Caleb Robinson Dan Morris O. Fuentes Christopher Kiekintveld Mahmudulla Hassan Nebojsa Jojic 44 26 0 12 Dec 2019
Zooming into Face Forensics: A Pixel-level Analysis Jia Li T. Shen Wei Zhang Hui Ren Dan Zeng Tao Mei CVBM 65 17 0 12 Dec 2019
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks Liangzhi Li Manisha Verma Yuta Nakashima Hajime Nagahara R. Kawasaki 65 241 0 12 Dec 2019
Machine Learning for Precipitation Nowcasting from Radar Images Shreya Agrawal Luke Barrington Carla Bromberg J. Burge Cenk Gazen Jason Hickey AI4Cl 79 227 0 11 Dec 2019
$Σ$ -net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Kerstin Hammernik 69 12 0 11 Dec 2019
Photosequencing of Motion Blur using Short and Long Exposures Vijay Rengarajan Shuo Zhao Ruiwen Zhen J. Glotzbach H. Sheikh Aswin C. Sankaranarayanan 56 11 0 11 Dec 2019
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography Rhona Asgari S. Waldstein F. Schlanitz M. Baratsits U. Schmidt-Erfurth Hrvoje Bogunović 62 18 0 11 Dec 2019
Multimodal Self-Supervised Learning for Medical Image Analysis Aiham Taleb C. Lippert T. Klein Moin Nabi SSL 91 98 0 11 Dec 2019
Deep motion estimation for parallel inter-frame prediction in video compression A. Nortje H. Engelbrecht Herman Kamper 38 1 0 11 Dec 2019
Memory-efficient Learning for Large-scale Computational Imaging -- NeurIPS deep inverse workshop Michael R. Kellman Jonathan I. Tamir E. Bostan Michael Lustig Laura Waller SupR 96 58 0 11 Dec 2019
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images Huihong Zhang Jianlong Yang Kang Zhou Zhenjie Chai Jun Cheng Shenghua Gao Jiang-Dong Liu 28 0 0 11 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 135 2,674 0 11 Dec 2019
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