LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

17 October 2021

Yanfei Zhong

Papers citing "LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation"

50 / 118 papers shown

Title
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization Xiaoyang Yu Xiaoming Wu Xin Wang Dongrun Li Ming Yang Peng Cheng 26 0 0 14 May 2025
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 42 0 0 06 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 51 0 0 06 May 2025
XeMap: Contextual Referring in Large-Scale Remote Sensing Environments Y. Li Lu Si Y. T. Hou Chengaung Liu B. Li Hongjian Fang J. Zhang 79 0 0 30 Apr 2025
NSegment : Noisy Segment Improves Remote Sensing Image Segmentation Yechan Kim DongHo Yoon SooYeon Kim M. Jeon 39 0 0 28 Apr 2025
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation Zhongtao Wang Xizhe Cao Yisong Chen Guoping Wang 21 0 0 23 Apr 2025
AeroLite: Tag-Guided Lightweight Generation of Aerial Image Captions Xing Zi Tengjun Ni Xianjing Fan Xian Tao Jun Li Ali Braytee Mukesh Prasad 23 0 0 13 Apr 2025
SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model Kaiyu Li Zepeng Xin Li Pang Chao Pang Yupeng Deng Jing Yao Guisong Xia Deyu Meng Zhi Wang Xiangyong Cao VLM LRM 37 0 0 13 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Y. Wang Yuru Jia Gen Luo Xue Yang 133 0 0 08 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
A large-scale image-text dataset benchmark for farmland segmentation Chao Tao Dandan Zhong Weiliang Mu Zhuofei Du Haiyang Wu 39 0 0 29 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Chenkai Zhang Yiming Lei Zeming Liu Qingjie Liu Y. Wang 44 0 0 28 Mar 2025
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text Weizhi Chen Jingbo Chen Yupeng Deng Jiansheng Chen Yuman Feng Zhihao Xi Diyou Liu Kai Li Yu Meng VLM 51 0 0 25 Mar 2025
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Xiaohe Li Haohua Wu Jiahao Li Zide Fan Kaixin Zhang Xinming Li Yunping Ge Xinyu Zhao 32 1 0 25 Mar 2025
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing Zilun Zhang Haozhan Shen Tiancheng Zhao Bin Chen Zian Guan Yuhao Wang Xu Jia Yuxiang Cai Yongheng Shang Jianwei Yin 54 0 0 16 Mar 2025
Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing Xing Zi Kairui Jin Xian Tao Jun Li Ali Braytee Rajiv Ratn Shah Mukesh Prasad VLM 67 0 0 10 Mar 2025
Dynamic Dictionary Learning for Remote Sensing Image Segmentation Xuechao Zou Yue Li Shun Zhang Kai Li Shiying Wang Pin Tao Junliang Xing Congyan Lang 50 0 0 09 Mar 2025
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model Huiying Shi Z. Tan Zhihan Zhang Hongchen Wei Yaosi Hu Yingxue Zhang Zhenzhong Chen 80 0 0 21 Feb 2025
OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping J. Xia Hongruixuan Chen Clifford Broni-Bediako Yimin Wei Jian Song Naoto Yokoya 32 4 0 18 Jan 2025
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention Shanwen Wang Changrui Chen Xin Sun Danfeng Hong Jungong Han 34 0 0 18 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 99 48 0 03 Jan 2025
User Willingness-aware Sales Talk Dataset Asahi Hentona Jun Baba Shiki Sato Reina Akama 32 0 0 27 Dec 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Z. Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 100 0 0 27 Nov 2024
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction Hongbo Zhao Lue Fan Yuntao Chen Haochen Wang Y. Yang Xiaojuan Jin Yixin Zhang Gaofeng Meng Zhaoxiang Zhang 59 1 0 30 Oct 2024
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery P. Dias A. Tsaris Jordan Bowman Abhishek Potnis Jacob Arndt H. Yang D. Lunga 26 5 0 25 Oct 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 23 0 0 17 Oct 2024
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 28 1 0 17 Oct 2024
Prompting DirectSAM for Semantic Contour Extraction in Remote Sensing Images Shiyu Miao Delong Chen Fan Liu Chuanyi Zhang Yanhui Gu Shengjie Guo Jun Zhou 26 1 0 08 Oct 2024
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images Kaiyu Li Ruixun Liu Xiangyong Cao Deyu Meng Zhi Wang Deyu Meng Zhi Wang 36 3 0 02 Oct 2024
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark Clifford Broni-Bediako Junshi Xia Jian Song Hongruixuan Chen Mennatullah Siam Naoto Yokoya 34 4 0 17 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 29 3 0 10 Sep 2024
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates Yixuan Ye Ce Wang Wanjie Sun Zhenzhong Chen DiffM 23 0 0 03 Sep 2024
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images Enze Zhu Zhan Chen Dingkai Wang Hanru Shi Xiaoxuan Liu Lei Wang Mamba 41 4 0 21 Aug 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 31 4 0 26 Jun 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery Xiaowen Ma Rongrong Lian Zhenkai Wu Hongbo Guo Mengting Ma Sensen Wu Zhenhong Du Siyang Song Wei Zhang 44 4 0 24 Jun 2024
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images Qinfeng Zhu Yuanzhi Cai Lei Fan VLM 40 5 0 20 Jun 2024
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas Yanxin Xi Yu Liu Zhicheng Liu Sasu Tarkoma Pan Hui Yong Li 23 0 0 17 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 64 25 0 17 Jun 2024
BD-SAT: High-resolution Land Use Land Cover Dataset & Benchmark Results for Developing Division: Dhaka, BD Ovi Paul Abu Bakar Siddik Nayem Anis Sarker Amin Ahsan Ali M Ashraful Amin AKM Mahbubur Rahman 25 0 0 09 Jun 2024
Sensitivity-Informed Augmentation for Robust Segmentation L. Zheng Wenjie Wei Tony Wu Jacob Clements Shreelekha Revankar Andre Harrison Yu Shen Ming-Chyuan Lin AAML 35 0 0 03 Jun 2024
FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding Shuai Yuan Guancong Lin Lixian Zhang Runmin Dong Jinxiao Zhang Shuang Chen Juepeng Zheng Jie Wang Haohuan Fu AI4TS 42 5 0 29 May 2024
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers Bum Jun Kim Sang Woo Kim ViT 43 1 0 23 May 2024
CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic Segmentation Mushui Liu Jun Dan Ziqian Lu Yunlong Yu Yingming Li Xi Li Mamba 32 19 0 17 May 2024
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study Qinfeng Zhu Yuan-Sheng Fang Yuanzhi Cai Cheng Chen Lei Fan Mamba 35 16 0 14 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 44 4 0 11 May 2024
Structured Click Control in Transformer-based Interactive Segmentation Long Xu Yong-Xiang Chen Rui Huang Feng Wu Shiwu Lai 27 0 0 07 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 90 0 0 07 May 2024
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation Yunsong Yang Genji Yuan Jinjiang Li VOS 24 13 0 03 May 2024
Single-temporal Supervised Remote Change Detection for Domain Generalization Qiangang Du Jinlong Peng Xu Chen Qingdong He Liren He Qiang Nie Wenbing Zhu Mingmin Chi Yabiao Wang Chengjie Wang 35 1 0 17 Apr 2024
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty Luca Mossina Joseba Dalmau Léo Andéol UQCV 40 12 0 16 Apr 2024