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Keyword

U-Net

Description: U-Net is a convolutional neural network architecture designed for image segmentation, widely applied to biomedical and other image-analysis tasks.
Wikidata ID: wiki/Q55636383
OpenAlex ID: keywords/u-net
U-Net: Convolutional Networks for Biomedical Image Segmentation
2015 · Olaf Ronneberger, Philipp Fischer, et al. · Lecture notes in computer science · 98,810
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UNet++: A Nested U-Net Architecture for Medical Image Segmentation
2018 · Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, et al. · Lecture notes in computer science · 10,345
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UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 · Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, et al. · IEEE Transactions on Medical Imaging · 4,430
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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
2021 · Chen, Jieneng, Lu, Yongyi, et al. · arXiv (Cornell University) · 4,199
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Road Extraction by Deep Residual U-Net
2018 · Zhengxin Zhang, Qingjie Liu, et al. · IEEE Geoscience and Remote Sensing Letters · 3,165
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Attention gated networks: Learning to leverage salient regions in medical images
2019 · Jo Schlemper, Ozan Oktay, et al. · Medical Image Analysis · 1,988
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U-Net and Its Variants for Medical Image Segmentation: A Review of Theory and Applications
2021 · Nahian Siddique, Sidike Paheding, et al. · IEEE Access · 1,971
U-Net: deep learning for cell counting, detection, and morphometry
2018 · Thorsten Falk, Dominic Mai, et al. · Nature Methods · 1,904
Image Super-Resolution Via Iterative Refinement
2022 · Chitwan Saharia, Jonathan Ho, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,814
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ResUNet++: An Advanced Architecture for Medical Image Segmentation
2019 · Debesh Jha, Pia H. Smedsrud, et al. · IEEE International Symposium on Multimedia (ISM) · 1,565
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A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT
2020 · Chuansheng Zheng, Xianbo Deng, et al. · IEEE Transactions on Medical Imaging · 1,243
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UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer
2022 · Haonan Wang, Peng Cao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1,170
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images
2021 · Tawsifur Rahman, Amith Khandakar, et al. · Computers in Biology and Medicine · 1,148
Multi-Scale Boosted Dehazing Network With Dense Feature Fusion
2020 · Hang Dong, Jinshan Pan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,145
Dual u-net with resnet encoder for segmentation of medical images
2022 · Syed, Qamrun Nisa, Ismail, Amelia Ritahani · The International Islamic University Malaysia Repository (The International Islamic University Malaysia) · 1,142
UIU-Net: U-Net in U-Net for Infrared Small Object Detection
2022 · Xin Wu, Danfeng Hong, et al. · IEEE Transactions on Image Processing · 1,087
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Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks
2017 · Moi Hoon Yap, Gerard Pons, et al. · IEEE Journal of Biomedical and Health Informatics · 1,074
Nuclei Segmentation with Recurrent Residual Convolutional Neural Networks based U-Net (R2U-Net)
2018 · Md Zahangir Alom, Chris Yakopcic, et al. · IEEE National Aerospace and Electronics Conference (NAECON) · 1,063
Medical Image Segmentation Review: The Success of U-Net
2024 · Reza Azad, Ehsan Khodapanah Aghdam, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,043
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UNeXt: MLP-Based Rapid Medical Image Segmentation Network
2022 · Jeya Maria Jose Valanarasu, Vishal M. Patel · Lecture notes in computer science · 1,028
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Multi-level Wavelet-CNN for Image Restoration
2018 · Pengju Liu, Hongzhi Zhang, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 986
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U-Prithvi: Integrating a Foundation Model and U-Net for Enhanced Flood Inundation Mapping
2025 · Kostejn, Vit, Essus, Yamil, et al. · Leibniz international proceedings in informatics · 978
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
2020 · Debesh Jha, Michael A. Riegler, et al. · IEEE International Symposium on Computer-Based Medical Systems (CBMS) · 965
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PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection
2018 · Nian Liu, Junwei Han, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 910
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Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation
2018 · Alom, Md Zahangir, Hasan, Mahmudul, et al. · arXiv (Cornell University) · 889
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Works count: 39,580
Citation count: 492,100
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