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
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation Danpei Zhao Bo Yuan Ziqiang Chen Tian Li Zhuoran Liu Wentao Li Yue Gao 45 10 0 06 Apr 2024
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation Xianping Ma Xiaokang Zhang Man-On Pun Mamba 52 50 0 03 Apr 2024
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model Qinfeng Zhu Yuanzhi Cai Yuan-Sheng Fang Yihan Yang Cheng Chen Lei Fan Anh Nguyen Mamba 43 55 0 02 Apr 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 20 0 25 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao L. Zhang 37 44 0 20 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Yuxuan Li Xiang Li Yimain Dai Qibin Hou Li Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 39 32 0 18 Mar 2024
GiT: Towards Generalist Vision Transformer through Universal Language Interface Haiyang Wang Hao Tang Li Jiang Shaoshuai Shi Muhammad Ferjad Naeem Hongsheng Li Bernt Schiele Liwei Wang VLM 40 10 0 14 Mar 2024
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels Zhuo Li Wei He Jiepan Li Fangxiao Lu Hongyan Zhang 28 12 0 05 Mar 2024
EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain Wei Zhang Miaoxin Cai Tong Zhang Zhuang Yin Xuerui Mao 24 88 0 30 Jan 2024
Generic Knowledge Boosted Pre-training For Remote Sensing Images Ziyue Huang Mingming Zhang Yuan Gong Qingjie Liu Yunhong Wang VLM 35 14 0 09 Jan 2024
MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation Long Xu Shanghong Li Yongquan Chen Jun Luo Shiwu Lai 28 0 0 09 Jan 2024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing Zhecheng Wang R. Prabha Tianyuan Huang Jiajun Wu Ram Rajagopal 34 53 0 20 Dec 2023
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images Libo Wang Sijun Dong Ying Chen Xiaoliang Meng Shenghui Fang Ayman Habib Songlin Fei 23 4 0 20 Dec 2023
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering Junjue Wang Zhuo Zheng Zihang Chen A. Ma Yanfei Zhong 15 19 0 19 Dec 2023
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints Xianping Ma Qianqian Wu Xingyu Zhao Xiaokang Zhang Man-On Pun Bo Huang 36 43 0 05 Dec 2023
GeoChat: Grounded Large Vision-Language Model for Remote Sensing Kartik Kuckreja M. S. Danish Muzammal Naseer Abhijit Das Salman Khan Fahad Shahbaz Khan 28 133 0 24 Nov 2023
Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs Jonathan Roberts Timo Lüddecke Rehan Sheikh Kai Han Samuel Albanie MLLM 21 26 0 24 Nov 2023
Submeter-level Land Cover Mapping of Japan Naoto Yokoya Junshi Xia Clifford Broni-Bediako 36 8 0 19 Nov 2023
SolarFormer: Multi-scale Transformer for Solar PV Profiling Adrian de Luis Minh-Triet Tran Taisei Hanyu Anh Tran Haitao Liao Roy McCann Alan Mantooth Ying Huang Ngan Le 33 3 0 30 Oct 2023
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting Lei Li 23 23 0 24 Oct 2023
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery A. Garioud Nicolas Gonthier Loic Landrieu Apolline De Wit Marion Valette Marc Poupée S. Giordano Boris Wattrelos 32 21 0 20 Oct 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Zhiyuan Yan Yongqiang Mao Wenhui Diao Hongqi Wang Xian Sun 19 16 0 19 Oct 2023
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning Yinhe Liu Sunan Shi Junjue Wang Yanfei Zhong 28 0 0 27 Sep 2023
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection Jian Song Hongruixuan Chen Naoto Yokoya 36 13 0 05 Sep 2023
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services Zhichao Lu Chuntao Ding Shangguang Wang Ran Cheng Felix Juefei Xu Vishnu Naresh Boddeti VLM 20 4 0 12 Aug 2023
Frustratingly Easy Model Generalization by Dummy Risk Minimization Juncheng Wang Jindong Wang Xixu Hu Shujun Wang Xingxu Xie 16 1 0 04 Aug 2023
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities Yanxin Xi Yu Liu Tong Li Jintao Ding Yunke Zhang Sasu Tarkoma Yong Li Pan Hui 25 7 0 01 Aug 2023
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim SSeg 33 0 0 26 Jul 2023
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot L. Osco Qiusheng Wu Eduardo Lopes de Lemos W. Gonçalves A. P. Ramos Jonathan Li J. M. Junior VLM 16 181 0 29 Jun 2023
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation Zhaoyang Zhang Zhen Ren Chao Tao Yunsheng Zhang Cheng-Shuang Peng Haifeng Li SSL 35 12 0 28 Jun 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 32 15 0 27 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing F. Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 71 191 0 19 Jun 2023
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Kashu Yamazaki Taisei Hanyu Minh-Triet Tran Adrian Garcia Roy McCann Haitao Liao Chase Rainwater Meredith Adkins J. Cothren Ngan Le ViT 38 34 0 12 Jun 2023
VDD: Varied Drone Dataset for Semantic Segmentation Wenxiao Cai Ke Jin Jinyan Hou Cong Guo Letian Wu Wankou Yang 45 11 0 23 May 2023
Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images Kuiliang Gao Anzhu Yu Xiong You Wenyue Guo Ke Li Ningbo Huang 36 7 0 17 May 2023
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 37 146 0 05 May 2023
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao L. Zhang 125 69 0 03 May 2023
The Potential of Visual ChatGPT For Remote Sensing L. Osco Eduardo Lopes de Lemos W. Gonçalves A. P. Ramos J. M. Junior 25 30 0 25 Apr 2023
SACANet: scene-aware class attention network for semantic segmentation of remote sensing images Xiaowen Ma Rui Che Tingfeng Hong Mengting Ma Zi-Shu Zhao Tian Feng Wei Zhang 3DPC 19 7 0 22 Apr 2023
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models Jielu Zhang Zhongliang Zhou Gengchen Mai Lan Mu Mengxuan Hu Sheng Li VLM 31 46 0 20 Apr 2023
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Nicolás Catalano Matteo Matteucci VLM 32 3 0 12 Apr 2023
A Billion-scale Foundation Model for Remote Sensing Images Keumgang Cha Junghoon Seo Taekyung Lee 32 64 0 11 Apr 2023
SegGPT: Segmenting Everything In Context Xinlong Wang Xiaosong Zhang Yue Cao Wen Wang Chunhua Shen Tiejun Huang VOS MLLM VLM 35 199 0 06 Apr 2023
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery Yansheng Li Bo Dang Wanchun Li Yongjun Zhang 13 18 0 16 Mar 2023
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images Xiaowen Ma Mengting Ma Chenlu Hu Zhiyuan Song Zi-Shu Zhao Tian Feng Wei Zhang 43 12 0 14 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 32 1 0 13 Mar 2023
National-scale 1-m resolution land-cover mapping for the entire China based on a low-cost solution and open-access data Zhuo Li Wei He Hongyan Zhang 13 1 0 09 Mar 2023
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information S. Kumar Abhishek Kumar Dong-Gyu Lee 21 3 0 25 Feb 2023
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation Qi Zhao Shuchang Lyu Binghao Liu Lijiang Chen Hongbo Zhao 20 18 0 13 Jan 2023
Semi-Supervised Domain Adaptation for Semantic Segmentation of Roads from Satellite Images A. Kındıroglu Metehan Yalçin F. Bagci Mahiye Uluyagmur Öztürk 8 0 0 26 Dec 2022