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 / 200 papers shown

Title
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation Quanwei Liu Tao Huang Yanni Dong Jiaqi Yang Wei Xiang 14 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 27 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 32 0 0 16 May 2025
ColorVein: Colorful Cancelable Vein Biometrics Yucheng Wang Jie Gui Xinli Shi Linqing Gui Yuan Yan Tang James T. Kwok 25 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 46 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 36 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 34 0 0 03 Apr 2025
Self-Supervised Pretraining for Aerial Road Extraction Rupert Polley Sai Vignesh Abishek Deenadayalan Johann Marius Zöllner SSL 74 0 0 31 Mar 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 42 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 83 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 67 2 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 48 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 67 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 77 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 48 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 44 0 0 13 Jan 2025
A Prototype Unit for Image De-raining using Time-Lapse Data Jaehoon Cho Minjung Yoo Jini Yang Sunok Kim 55 0 0 27 Dec 2024
CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models Ping Guo Qingfu Zhang Xi Lin 24 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 74 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 98 11 0 05 Dec 2024
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine Zhi Li Kai Zhao Yaqi Wang Shuai Wang 74 0 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 28 2 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 39 1 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 29 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 43 0 0 01 Nov 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 38 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 39 0 0 28 Oct 2024
Gaze-Assisted Medical Image Segmentation Leila Khaertdinova Ilya Pershin Tatiana Shmykova Bulat Ibragimov MedIm 40 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 29 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 38 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 30 0 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 37 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 39 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 37 4 0 26 Sep 2024
Cloud Adversarial Example Generation for Remote Sensing Image Classification Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 28 0 0 21 Sep 2024
Tackling fluffy clouds: field boundaries detection using time series of S2 and/or S1 imagery F. Diakogiannis Zheng-Shu Zhou Jeff Wang Gonzalo Mata Dave Henry ... Jonathan Richetti Kathryn Batchelor Chris Herrmann Andrew Toovey John Taylor 29 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 44 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 27 0 0 12 Sep 2024
Open-Vocabulary Remote Sensing Image Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 47 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 32 3 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 40 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 34 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 40 13 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 49 19 0 23 Aug 2024
Segment Using Just One Example Pratik Vora Sudipan Saha VLM 19 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 53 1 0 07 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 59 1 0 02 Aug 2024
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Xiao Liu Peng Gao Tao Yu Fei Wang Ruyue Yuan MedIm ViT 39 14 0 25 Jul 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis Luyuan Xie Manqing Lin ChenMing Xu Tianyu Luan Zhipeng Zeng Wenjun Qian Cong Li Yuejian Fang Qingni Shen Zhonghai Wu 46 2 0 29 Jun 2024
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues Yuxin Xie Tao Zhou Yi Zhou Geng Chen VLM MedIm 29 1 0 27 Jun 2024