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
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement Ho Kei Cheng Jihoon Chung Yu-Wing Tai Chi-Keung Tang SSeg 79 214 0 06 May 2020
NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results Dario Fuoli Zhiwu Huang Martin Danelljan Radu Timofte Hua Wang ... Cewu Lu Chao Li Dongliang He Fu Li Shilei Wen 83 11 0 05 May 2020
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data S. Marvaniya Umamaheswari Devi J. Hazra Shashank Mujumdar Nitin Gupta 83 13 0 05 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re Dorin Comaniciu 85 18 0 05 May 2020
Group Equivariant Generative Adversarial Networks Neel Dey Antong Chen S. Ghafurian GAN 90 33 0 04 May 2020
PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks Nabil Ibtehaz Sakib Mahmud Muhammad E. H. Chowdhury Amith Khandakar Mohamed Arselene Ayari Anas Tahir Mohammad Sohel Rahman MedIm 79 84 0 04 May 2020
VisualEchoes: Spatial Image Representation Learning through Echolocation Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 233 84 0 04 May 2020
Correlating Edge, Pose with Parsing Ziwei Zhang Chi Su Liang Zheng Xiaodong Xie 3DH 86 55 0 04 May 2020
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? Abhinav Shukla Stavros Petridis Maja Pantic SSL 94 28 0 04 May 2020
NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee 107 32 0 04 May 2020
A Little Bit More: Bitplane-Wise Bit-Depth Recovery Abhijith Punnappurath M. S. Brown MQ 67 18 0 03 May 2020
NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results Peng Sun Shuhang Gu Radu Timofte Taizhang Shang Qiuju Dai ... Huanrong Zhang Jeongki Min S. HrishikeshP. Densen Puthussery V. JijiC. SupR 157 50 0 03 May 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 49 143 0 03 May 2020
Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis Bingyu Xin Yifan Hu Yefeng Zheng H. Liao GAN MedIm 58 28 0 02 May 2020
An Efficient Integration of Disentangled Attended Expression and Identity FeaturesFor Facial Expression Transfer andSynthesis Kamran Ali Charles E. Hughes CVBM GAN 86 4 0 01 May 2020
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation Pengyi Zhang Yunxin Zhong Xiaoqiong Li OOD 76 18 0 01 May 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 165 194 0 01 May 2020
A cascade network for Detecting COVID-19 using chest x-rays Dailin Lv Wuteng Qi Yunxiang Li Lingling Sun Yaqi Wang 39 39 0 01 May 2020
MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework C. Jiang S. Esmaeilzadeh Kamyar Azizzadenesheli K. Kashinath Mustafa A. Mustafa H. Tchelepi P. Marcus P. Prabhat Anima Anandkumar AI4CE 257 141 0 01 May 2020
Deeply Cascaded U-Net for Multi-Task Image Processing I. Gubins R. Veltkamp SSeg 44 6 0 01 May 2020
Hide-and-Seek: A Template for Explainable AI Thanos Tagaris A. Stafylopatis 24 6 0 30 Apr 2020
BlackBox: Generalizable Reconstruction of Extremal Values from Incomplete Spatio-Temporal Data T. Ivek Domagoj Vlah 62 4 0 30 Apr 2020
Importance Driven Continual Learning for Segmentation Across Domains S. Özgün Anne-Marie Rickmann Abhijit Guha Roy Christian Wachinger OOD CLL 57 33 0 30 Apr 2020
SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation Siddhartha Gairola Mayur Hemani Ayush Chopra Balaji Krishnamurthy 74 54 0 30 Apr 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 100 90 0 30 Apr 2020
Polygonal Building Segmentation by Frame Field Learning N. Girard Dmitriy Smirnov Justin Solomon Y. Tarabalka 107 26 0 30 Apr 2020
Feedback U-net for Cell Image Segmentation Eisuke Shibuya Kazuhiro Hotta 27 28 0 30 Apr 2020
Rethinking Class-Discrimination Based CNN Channel Pruning Yuchen Liu D. Wentzlaff S. Kung 51 10 0 29 Apr 2020
Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks Laura Zabawa A. Kicherer L. Klingbeil R. Töpfer H. Kuhlmann R. Roscher 33 99 0 29 Apr 2020
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation Vinícius Ribeiro Sandra Avila Eduardo Valle 48 12 0 28 Apr 2020
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation Zhongyi Han B. Wei Yilong Yin Shuo Li MedIm 56 42 0 28 Apr 2020
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes Xin Yang Xu Wang Yi Wang Haoran Dou Shengli Li H. Wen Yi Lin Pheng-Ann Heng Dong Ni 38 19 0 28 Apr 2020
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net M. Jafari Ruizhe Li Yue Xing Dorothee Auer S. Francis J. Garibaldi Xin Chen SSeg 47 14 0 28 Apr 2020
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation M. Jafari Dorothee Auer S. Francis J. Garibaldi Xin Chen SSeg MedIm 71 60 0 28 Apr 2020
Meta-Learning for Few-Shot Land Cover Classification M. Rußwurm Sherrie Wang Marco Körner David B. Lobell 83 84 0 28 Apr 2020
Multi-Scale Boosted Dehazing Network with Dense Feature Fusion Hang Dong Jin-shan Pan Lei Xiang Zhe Hu Xinyi Zhang Fei Wang Ming-Hsuan Yang 102 695 0 28 Apr 2020
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index H. Majidifard Y. Adu-Gyamfi W. Buttlar 35 199 0 28 Apr 2020
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy Anjali Balagopal D. Nguyen H. Morgan Yaochung Weng M. Dohopolski ... Y. Gonzalez A. Garant N. Desai R. Hannan Steve B. Jiang 48 44 0 28 Apr 2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? Safa Messaoud Maghav Kumar Alex Schwing 61 5 0 27 Apr 2020
Compact retail shelf segmentation for mobile deployment Pratyush Kumar Muktabh Mayank Srivastava 23 0 0 27 Apr 2020
MakeItTalk: Speaker-Aware Talking-Head Animation Yang Zhou Xintong Han Eli Shechtman J. Echevarria E. Kalogerakis Dingzeyu Li 100 427 0 27 Apr 2020
Towards causal generative scene models via competition of experts Julius von Kügelgen Ivan Ustyuzhaninov Peter V. Gehler Matthias Bethge Bernhard Schölkopf OCL 3DV 77 51 0 27 Apr 2020
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI Haoran Dou Davood Karimi C. Rollins C. Ortinau L. Vasung C. Velasco-Annis Abdelhakim Ouaalam Xin Yang Dong Ni Ali Gholipour 51 55 0 27 Apr 2020
OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images Fabian Isensee Klaus H. Maier-Hein 66 22 0 27 Apr 2020
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency Cheng-Ming Chiang Yu-Wen Tseng Yu-Syuan Xu Hsien-Kai Kuo Yi-Min Tsai ... Chia-Lin Yu B. Shen Kloze Kao Chia-Ming Cheng Hung-Jen Chen 70 22 0 27 Apr 2020
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection Segmentation Jun Ma Yixin Wang Xingle An Cheng Ge Ziqi Yu ... Jian He Zhiqiang He Yuntao Zhu Ziwei Nie Xiaoping Yang 88 212 0 27 Apr 2020
Joint Liver Lesion Segmentation and Classification via Transfer Learning Michal Heker H. Greenspan MedIm 88 34 0 26 Apr 2020
DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images Ramy A. Zeineldin Mohamed E. Karar J. Coburger C. Wirtz Oliver Burgert 55 176 0 26 Apr 2020
QURATOR: Innovative Technologies for Content and Data Curation Georg Rehm Peter Bourgonje Stefanie Hegele Florian Kintzel J. Moreno-Schneider ... Daniel Siewert Patrick Bunk Lydia Pintscher E. Aleynikova Franziska Heine VLM 46 33 0 25 Apr 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 84 15 0 25 Apr 2020