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
YOLOP: You Only Look Once for Panoptic Driving Perception Dongsheng Wu Man-Wen Liao Wei-Tian Zhang Xinggang Wang X. Bai Wenqing Cheng Wen-Yu Liu 54 303 0 25 Aug 2021
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification S. Graham Mostafa Jahanifar A. Azam M. Nimir Yee Wah Tsang ... S. Raza H. Eldaly K. Gopalakrishnan David R. J. Snead Nasir M. Rajpoot 34 124 0 25 Aug 2021
Normal Learning in Videos with Attention Prototype Network Chao Hu Fan Wu Weijie Wu Weibin Qiu Shengxin Lai 25 1 0 25 Aug 2021
Domain Adaptation for Real-World Single View 3D Reconstruction Brandon Leung Siddharth Singh Arik Horodniceanu OOD 20 1 0 24 Aug 2021
DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising Zhizhong Huang Junping Zhang Yi Zhang Hongming Shan MedIm 31 149 0 24 Aug 2021
A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections Kianoush Falahkheirkhah Tao Guo Michael J. Hwang P. Tamboli C. Wood J. Karam K. Sircar Rohit Bhargava MedIm 17 12 0 24 Aug 2021
Kryptonite: An Adversarial Attack Using Regional Focus Yogesh Kulkarni Krisha Bhambani AAML 19 3 0 23 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 30 129 0 23 Aug 2021
Self-Regulation for Semantic Segmentation Zhangfu Dong Zhang Hanwang T. Jinhui Huang Xiansheng Sun Qianru 36 36 0 22 Aug 2021
Unsupervised Local Discrimination for Medical Images Huai Chen Renzhen Wang Xiuying Wang Jieyu Li Qu Fang Hui Li Jianhao Bai Qing Peng Deyu Meng Lisheng Wang SSL 20 7 0 21 Aug 2021
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts Prema Satish Sharan Sowmya Aitha Amandeep Kumar Abhishek Trivedi Aaron Augustine Ravi Kiran Sarvadevabhatla 37 5 0 21 Aug 2021
Multi-scale Edge-based U-shape Network for Salient Object Detection Han Sun Yetong Bian Ningzhong Liu Huiyu Zhou 19 8 0 21 Aug 2021
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance Jiaming Zhang Kailun Yang Angela Constantinescu Kunyu Peng Karin Muller Rainer Stiefelhagen ViT 46 69 0 20 Aug 2021
AutoLay: Benchmarking amodal layout estimation for autonomous driving Kaustubh Mani N. S. Shankar Krishna Murthy Jatavallabhula K. M. Krishna 26 2 0 20 Aug 2021
Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization Yufei Xu Jing Zhang Dacheng Tao 30 11 0 20 Aug 2021
Segmentation of Lungs COVID Infected Regions by Attention Mechanism and Synthetic Data Parham Yazdekhasty Ali Zindari Zahra Nabizadeh-ShahreBabak P. Khadivi N. Karimi S. Samavi 22 2 0 19 Aug 2021
Deep Learning-based Spacecraft Relative Navigation Methods: A Survey Jianing Song Duarte Rondao Nabil Aouf 10 76 0 19 Aug 2021
Topo2vec: Topography Embedding Using the Fractal Effect Jonathan Kavitzky Jonathan Zarecki Idan Brusilovsky Uriel Singer 18 0 0 19 Aug 2021
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation Hyun-Joo Jung Eunhyeok Park S. Yoo MDE 36 109 0 19 Aug 2021
Towards Controllable and Photorealistic Region-wise Image Manipulation Ansheng You Chenglin Zhou Qixuan Zhang Lan Xu DiffM 44 2 0 19 Aug 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 15 116 0 19 Aug 2021
Neural Operator: Learning Maps Between Function Spaces Nikola B. Kovachki Zong-Yi Li Burigede Liu Kamyar Azizzadenesheli K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 57 442 0 19 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 58 83 0 19 Aug 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 34 106 0 18 Aug 2021
Specificity-preserving RGB-D Saliency Detection Tao Zhou Deng-Ping Fan Geng Chen Yi Zhou Ling Shao 47 161 0 18 Aug 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 26 41 0 18 Aug 2021
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework Munan Ning Cheng Bian Dong Wei Chenglang Yuan Yaohua Wang Yang Guo Kai Ma Yefeng Zheng OOD 32 18 0 18 Aug 2021
A Simple Framework for 3D Lensless Imaging with Programmable Masks Yucheng Zheng Yi Hua Aswin C. Sankaranarayanan Ulugbek S. Kamilov 30 9 0 18 Aug 2021
Appearance Based Deep Domain Adaptation for the Classification of Aerial Images D. Wittich Franz Rottensteiner 30 47 0 17 Aug 2021
Direct domain adaptation through reciprocal linear transformations T. Alkhalifah O. Ovcharenko OOD 40 5 0 17 Aug 2021
spectrai: A deep learning framework for spectral data C. Horgan Mads S. Bergholt VLM 21 4 0 17 Aug 2021
PnP-3D: A Plug-and-Play for 3D Point Clouds Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 27 0 16 Aug 2021
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 150 193 0 16 Aug 2021
Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping Rahul Ghosh X. Jia Chenxi Lin Zhenong Jin Vipin Kumar SSL 35 9 0 16 Aug 2021
Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation D. Cahall Ghulam Rasool N. Bouaynaya Hassan M. Fathallah-Shaykh 32 6 0 15 Aug 2021
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao Zeyu Ma Yanjie Liu Zeng Zeng P. Chow 35 8 0 15 Aug 2021
Deep Algorithm Unrolling for Biomedical Imaging Yuelong Li Or Bar-Shira V. Monga Yonina C. Eldar SyDa 36 10 0 15 Aug 2021
FOX-NAS: Fast, On-device and Explainable Neural Architecture Search Chia-Hsiang Liu Yu-Shin Han Yuan-Yao Sung Yi Lee Hung-Yueh Chiang Kai-Chiang Wu 27 11 0 14 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 21 77 0 14 Aug 2021
Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction Heng Wang Chaoyi Zhang Jianhui Yu Yang Song Siqi Liu Wojciech Chrzanowski Weidong (Tom) Cai 3DV 11 6 0 14 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 27 0 0 14 Aug 2021
Unsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery Jonathan S. Kent C. Wamsley D. Flateau A. Ferguson SSL 31 3 0 13 Aug 2021
UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation Dongyu Rao Xiaojun Wu Hui Li J. Kittler T. Y. Xu 16 3 0 13 Aug 2021
Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation Antyanta Bangunharcana Jae-Won Cho Seokju Lee In So Kweon Kyung-soo Kim Soohyun Kim 19 67 0 12 Aug 2021
Automatic Gaze Analysis: A Survey of Deep Learning based Approaches Shreya Ghosh Abhinav Dhall Munawar Hayat Jarrod Knibbe Q. Ji CVBM 26 57 0 12 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Christos Sakaridis Guolei Sun Peng Sun Luc Van Gool Radu Timofte SupR 31 76 0 11 Aug 2021
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning Abdullah Abuolaim Mahmoud Afifi M. S. Brown 29 31 0 11 Aug 2021
Rethinking Coarse-to-Fine Approach in Single Image Deblurring Sung-Jin Cho Seoyoun Ji Jun Pyo Hong Seung‐Won Jung Sung-Jea Ko 57 548 0 11 Aug 2021
Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion Yikai Wang F. Sun Ming Lu Anbang Yao 20 45 0 11 Aug 2021
Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry M. Krönke Christine Eilers D. Dimova Melanie Köhler G. Buschner ... Marcus R. Makowski J. Nagarajah Nassir Navab W. Weber T. Wendler 17 30 0 10 Aug 2021