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ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data

1 April 2019

Papers citing "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data"

50 / 203 papers shown

Title
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy Hao Xu Guotai Wang Wenhui Lei Wei Xu Qianfei Zhao Shichuan Zhang Kang Li Shaoting Zhang 62 12 0 07 Jun 2022
Distilling Inter-Class Distance for Semantic Segmentation Zheng Zhang Chunluan Zhou Zhigang Tu VLM 127 26 0 07 May 2022
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm Yuhan Xie Kexin Jiang Zhiyong Zhang Shaolong Chen Xiaodong Zhang Changzhen Qiu 109 1 0 07 May 2022
Deep Model-Based Super-Resolution with Non-uniform Blur Charles Laroche Andrés Almansa Matias Tassano SupR 67 12 0 21 Apr 2022
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images A. Tavera Edoardo Arnaudo Carlo Masone Barbara Caputo 75 12 0 17 Apr 2022
$End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation$ End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation Mazen Mel M. Siddiqui Pietro Zanuttigh MDE 75 7 0 14 Apr 2022
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI A. Hung Haoxin Zheng Qi Miao S. Raman D. Terzopoulos Kyunghyun Sung ViT MedIm 100 49 0 29 Mar 2022
CRISPnet: Color Rendition ISP Net Matheus Souza Wolfgang Heidrich 60 2 0 20 Mar 2022
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network Muhammad Shahzad A. I. Umar S. H. Shirazi Israr Ahmed Shaikh 61 4 0 09 Feb 2022
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations Yonghao Xu Pedram Ghamisi 77 39 0 08 Feb 2022
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts S. Yusuf Abdulmalik Aldawsari R. Souissi 118 3 0 02 Feb 2022
MetaDance: Few-shot Dancing Video Retargeting via Temporal-aware Meta-learning Yuying Ge Yibing Song Ruimao Zhang Ping Luo VGen DiffM 46 0 0 13 Jan 2022
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision Sherrie Wang F. Waldner David B. Lobell 65 45 0 13 Jan 2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Reuben Dorent Aaron Kujawa M. Ivory Spyridon Bakas Nicola Rieke ... Kai Yao Li Zhang Sebastien Ourselin J. Shapey Tom Vercauteren OOD 82 84 0 08 Jan 2022
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation YiXuan Wu Kuan-Yu Liao Jintai Chen Jinhong Wang Benlin Liu Honghao Gao Jian Wu ViT MedIm 102 118 0 03 Jan 2022
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Edoardo Arnaudo Fabio Cermelli A. Tavera Claudio Rossi Barbara Caputo CLL 72 9 0 07 Dec 2021
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng Benteng Ma Jing Zhang Shanshan Zhao Yong-quan Xia Dacheng Tao AAML 117 87 0 02 Dec 2021
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis Nikolaos Ioannis Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 108 61 0 18 Nov 2021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Xiangde Luo Wenjun Liao Jianghong Xiao Jieneng Chen Tao Song Xiaofan Zhang Kang Li Dimitris N. Metaxas Guotai Wang Shaoting Zhang 136 132 0 03 Nov 2021
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 133 1 0 27 Oct 2021
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Xiangyi Yan Hao Tang Shanlin Sun Haoyu Ma Deying Kong Xiaohui Xie ViT MedIm 96 131 0 20 Oct 2021
Detecting Slag Formations with Deep Convolutional Neural Networks Christian von Koch William Anzén Max Fischer R. Sainudiin 41 1 0 13 Oct 2021
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 127 689 0 18 Sep 2021
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation M. B. Pereira J. A. dos Santos 122 8 0 26 Aug 2021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation H. Zunair A. Ben Hamza SSeg MDE 64 239 0 26 Jul 2021
EndoUDA: A modality independent segmentation approach for endoscopy imaging Numan Celik Sharib Ali Soumya Gupta B. Braden J. Rittscher 48 12 0 12 Jul 2021
Geographical Knowledge-driven Representation Learning for Remote Sensing Images Wenyuan Li Keyan Chen Hao Chen Zhenwei Shi SSL 100 69 0 12 Jul 2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation Bingzhi Chen Yishu Liu Zheng Zhang Guangming Lu A. W. Kong MedIm ViT 168 225 0 12 Jul 2021
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images L. Ding Dong Lin Shaofu Lin Jing Zhang Xiaojie Cui Yuebin Wang Hao Tang Lorenzo Bruzzone ViT 154 101 0 29 Jun 2021
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images Libo Wang Rui Li Dongzhi Wang Chenxi Duan Teng Wang Xiaoliang Meng ViT 124 154 0 23 Jun 2021
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data L. E. L. Rosa Camile Sothe R. Feitosa C. Almeida M. B. Schimalski Dario Augusto Borges Oliveira 67 44 0 01 Jun 2021
FCCDN: Feature Constraint Network for VHR Image Change Detection Pan Chen Danfeng Hong Zhengchao Chen Xuan S. Yang Baipeng Li Bing Zhang 98 157 0 23 May 2021
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta Sharib Ali L. Goldsmith B. Turney J. Rittscher 121 5 0 02 Apr 2021
Task-Oriented Low-Dose CT Image Denoising Jiajin Zhang Hanqing Chao Xuanang Xu Chuang Niu Ge Wang Pingkun Yan OOD MedIm 65 18 0 25 Mar 2021
Disentangled Cycle Consistency for Highly-realistic Virtual Try-On Chongjian Ge Yibing Song Yuying Ge Han Yang Wei Liu Ping Luo OOD DiffM 88 107 0 17 Mar 2021
Scale-aware Neural Network for Semantic Segmentation of Multi-resolution Remote Sensing Images Libo Wang Ce Zhang Rui Li Chenxi Duan Xiaoliang Meng P. M. Atkinson 108 14 0 14 Mar 2021
Parser-Free Virtual Try-on via Distilling Appearance Flows Yuying Ge Yibing Song Ruimao Zhang Chongjian Ge Wei Liu Ping Luo DiffM 61 189 0 08 Mar 2021
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images Yu Tian Guansong Pang Fengbei Liu Yuanhong Chen Seon Ho Shin Johan Verjans Rajvinder Singh G. Carneiro 101 70 0 05 Mar 2021
CXR-Net: An Artificial Intelligence Pipeline for Quick Covid-19 Screening of Chest X-Rays H. Abdulah B. Huber Sinan Lal H. Abdallah L. Palese H. Soltanian-Zadeh D. Gatti 81 4 0 26 Feb 2021
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li Chenxi Duan SSeg 101 158 0 04 Feb 2021
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans Tanvir Mahmud Md Awsafur Rahman S. Fattah S. Kung MedIm 43 22 0 02 Dec 2020
Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Jianlin Su Ce Zhang 145 200 0 29 Nov 2020
Lung Segmentation in Chest X-rays with Res-CR-Net H. Abdulah B. Huber Sinan Lal H. Abdallah H. Soltanian-Zadeh D. Gatti MedIm SSeg 101 2 0 14 Nov 2020
Land Cover Semantic Segmentation Using ResUNet Vasilis Pollatos Loukas Kouvaras E. Charou SSeg 36 6 0 13 Oct 2020
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels Ziyang Wang Zhengdong Zhang Irina Voiculescu MedIm 79 35 0 27 Sep 2020
Looking for change? Roll the Dice and demand Attention F. Diakogiannis F. Waldner P. Caccetta 128 68 0 04 Sep 2020
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Ce Zhang Jianlin Su P. M. Atkinson SSeg 112 390 0 03 Sep 2020
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang X. Xiao 84 14 0 05 Jun 2020
Learning Global and Local Features of Normal Brain Anatomy for Unsupervised Abnormality Detection Kazuma Kobayashi Ryuichiro Hataya Y. Kurose Amina Bolatkan M. Miyake Hirokazu Watanabe Masamichi Takahashi J. Itami Tatsuya Harada Ryuji Hamamoto MedIm 45 1 0 26 May 2020
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery J. Brandt F. Stolle 46 3 0 13 May 2020