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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
Segment Anything for Satellite Imagery: A Strong Baseline and a Regional Dataset for Automatic Field Delineation Carmelo Scribano Elena Govi Paolo Bertellini Simone Parisi Giorgia Franchini Marko Bertogna 27 0 0 19 Jun 2025
crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023 Navodini Wijethilake Reuben Dorent M. Ivory Aaron Kujawa S. Cornelissen ... Li Zhang Tae-Eui Kam Li Zhang J. Shapey Tom Vercauteren 49 0 0 13 Jun 2025
RRCANet: Recurrent Reusable-Convolution Attention Network for Infrared Small Target Detection Yongxian Liu Boyang Li Ting-Yuan Liu Zaiping Lin W. An 90 0 0 03 Jun 2025
DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization Geonyoung Lee Geonhee Han Paul Hongsuck Seo DiffM 84 0 0 03 Jun 2025
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation Quanwei Liu Wei Chen Yanni Dong Jiaqi Yang Wei Xiang 179 0 0 21 May 2025
Temporal-Spectral-Spatial Unified Remote Sensing Dense Prediction Sijie Zhao Feng Liu Xueliang Zhang Hao Chen Pengfeng Xiao Lei Bai X. Zhang Hao Chen Z. Shi W. Ouyang 63 0 0 18 May 2025
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning Pengchen Zhang Alan J.X. Guo Sipin Luo Zhe Han Lin Guo 76 0 0 16 May 2025
ColorVein: Colorful Cancelable Vein Biometrics Yucheng Wang Jie Gui Xinli Shi Linqing Gui Yuan Yan Tang James T. Kwok 58 0 0 19 Apr 2025
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation Feng Gao Miao Fu Jingchao Cao Junyu Dong Q. Du 96 0 0 03 Apr 2025
Semantic segmentation of forest stands using deep learning Håkon Næss Sandum Hans Ole Ørka Oliver Tomic E. Næsset T. Gobakken 60 0 0 03 Apr 2025
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery Mykola Lavreniuk Nataliia Kussul Andrii Shelestov Bohdan Yailymov Yevhenii Salii Volodymyr Kuzin Zoltan Szantoi 102 0 0 03 Apr 2025
An Explainable Neural Radiomic Sequence Model with Spatiotemporal Continuity for Quantifying 4DCT-based Pulmonary Ventilation Rihui Zhang Haiming Zhu Jingtong Zhao Lei Zhang F. Yin Chunhao Wang Zhenyu Yang 77 0 0 31 Mar 2025
Self-Supervised Pretraining for Aerial Road Extraction Rupert Polley Sai Vignesh Abishek Deenadayalan Johann Marius Zöllner SSL 113 0 0 31 Mar 2025
RSRWKV: A Linear-Complexity 2D Attention Mechanism for Efficient Remote Sensing Vision Task Chunshan Li Rong Wang Xiaofei Yang Dianhui Chu 160 0 0 26 Mar 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 115 5 0 17 Mar 2025
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit Targets Hao Liu Pengyu Guo Siyuan Yang Zeqing Jiang Qinglei Hu Dongyu Li 62 0 0 14 Mar 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Luyuan Xie Tianyu Luan Wenyuan Cai Guochen Yan Zhaoyu Chen Nan Xi Yuejian Fang Qingni Shen Zhonghai Wu Junsong Yuan FedML 337 0 0 13 Mar 2025
SLAM in the Dark: Self-Supervised Learning of Pose, Depth and Loop-Closure from Thermal Images Yangfan Xu Qu Hao Lilian Zhang Jun Mao Xiaofeng He Wenqi Wu Changhao Chen MDE 173 0 0 26 Feb 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 116 0 0 13 Jan 2025
MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation Xiaoxian Yang Qi Wang Kaiqi Zhang Ke Wei Jun Lyu Lingchao Chen Mamba 60 0 0 13 Jan 2025
A Prototype Unit for Image De-raining using Time-Lapse Data Jaehoon Cho Minjung Yoo Jini Yang Sunok Kim 103 0 0 27 Dec 2024
CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models Ping Guo Qingfu Zhang Xi Lin 42 0 0 25 Dec 2024
HES-UNet: A U-Net for Hepatic Echinococcosis Lesion Segmentation Jiayan Chen Kai Li Zhanjin Wang Zhan Wang Jianqiang Huang 102 0 0 09 Dec 2024
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts Chenyang Zhu Bin Xiao Lin Shi Shoukun Xu Xu Zheng MoE 180 12 0 05 Dec 2024
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine Zhi Li Kai Zhao Yaqi Wang Shuai Wang 113 1 0 29 Nov 2024
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images Bipasha Kundu Bidur Khanal R. Simon Cristian A. Linte MedIm 48 4 0 14 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 206 2 0 14 Nov 2024
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite Imagery Mohammad Kakooei James Bailie Albin Söderberg Albin Becevic Adel Daoud 56 0 0 05 Nov 2024
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation Sina Soleimani-Fard Won Gi Jeong Francis Ferri Ripalda Hasti Sasani Younhee Choi S Deiva Gong Yong Jin Seok-bum Ko 85 0 0 01 Nov 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 87 0 0 30 Oct 2024
KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation Zhihao Zhao Shahrooz Faghihroohi Yinzheng Zhao Junjie Yang Shipeng Zhong Kai-Qi Huang Nassir Navab Boyang Li M. A. Nasseri 79 0 0 28 Oct 2024
Gaze-Assisted Medical Image Segmentation Leila Khaertdinova Ilya Pershin Tatiana Shmykova Bulat Ibragimov MedIm 55 4 0 23 Oct 2024
Taming Mambas for Voxel Level 3D Medical Image Segmentation Luca Lumetti Vittorio Pipoli Kevin Marchesini Elisa Ficarra C. Grana Federico Bolelli MedIm Mamba 49 0 0 20 Oct 2024
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation Xianping Ma Xiaokang Zhang Man-On Pun Bo Huang 62 3 0 15 Oct 2024
STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation Vamsi Krishna Vasa Wenhui Zhu Xiwen Chen Peijie Qiu Xuanzhao Dong Yalin Wang ViT 62 1 0 13 Oct 2024
A Deep Learning Approach to Estimate Canopy Height and Uncertainty by Integrating Seasonal Optical, SAR and Limited GEDI LiDAR Data over Northern Forests Jose B. Castro Cheryl Rogers Camile Sothe Dominic Cyr Alemu Gonsamo 78 0 0 08 Oct 2024
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Muhammad Hamza Sharif Muzammal Naseer Mohammad Yaqub Min Xu Mohsen Guizani OOD MedIm ViT 69 0 0 01 Oct 2024
AgMTR: Agent Mining Transformer for Few-shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Yongqiang Mao Jianning Pei Wenhui Diao Hongqi Wang Xian Sun ViT 109 7 0 26 Sep 2024
Cloud Adversarial Example Generation for Remote Sensing Image Classification Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 77 3 0 21 Sep 2024
Tackling fluffy clouds: robust field boundary delineation across global agricultural landscapes with Sentinel-1 and Sentinel-2 Time Series F. Diakogiannis Zheng-Shu Zhou Jeff Wang Gonzalo Mata Dave Henry ... Jonathan Richetti Kathryn Batchelor Chris Herrmann Andrew Toovey John Taylor 85 0 0 20 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Fuchen Zheng Quanjun Li Weixuan Li Xuhang Chen Yihang Dong Guoheng Huang Chi-Man Pun Shoujun Zhou MedIm 111 0 0 12 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 75 0 0 12 Sep 2024
Open-Vocabulary Remote Sensing Image Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 106 3 0 12 Sep 2024
PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation Yin Hu Xianping Ma Jialu Sui Man-On Pun Mamba 86 4 0 10 Sep 2024
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation Quoc-Bao Nguyen-Le Tuan-Hy Le Anh-Triet Do Quoc-Huy Trinh ViT MedIm 99 0 0 09 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 89 0 0 03 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 153 16 0 31 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Min Zhang Mengling Feng 123 23 0 23 Aug 2024
Segment Using Just One Example Pratik Vora Sudipan Saha VLM 75 1 0 14 Aug 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 106 1 0 07 Aug 2024