Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1807.05713
Cited By
v1
v2
v3 (latest)
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models
16 July 2018
Xin-Yi Tong
Guisong Xia
Qikai Lu
Huanfeng Shen
Shengyang Li
S. You
Liangpei Zhang
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models"
50 / 104 papers shown
UniGeoSeg: Towards Unified Open-World Segmentation for Geospatial Scenes
Shuo Ni
Di Wang
He Chen
Haonan Guo
Ning Zhang
Jing Zhang
VOS
VLM
280
1
0
28 Nov 2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges
Liling Yang
Ning Chen
Jun Yue
Yidan Liu
Jiayi Ma
Pedram Ghamisi
Antonio J. Plaza
Leyuan Fang
AI4TS
256
2
0
27 Oct 2025
Mask Clustering-based Annotation Engine for Large-Scale Submeter Land Cover Mapping
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Hao Chen
F. Xu
T. Saleh
Weifeng Hao
Gui-Song Xia
133
0
0
29 Sep 2025
SegAssess: Panoramic quality mapping for robust and transferable unsupervised segmentation assessment
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Bingnan Yang
Mi Zhang
Zhili Zhang
Zhan Zhang
Yuanxin Zhao
Xiangyun Hu
Jianya Gong
371
0
0
01 Sep 2025
IRSAMap:Towards Large-Scale, High-Resolution Land Cover Map Vectorization
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Yu Meng
Ligao Deng
Zhihao Xi
Jiansheng Chen
Jingbo Chen
...
Kai Li
Chenhao Wang
Kaiyu Li
Yupeng Deng
Xian Sun
209
2
0
22 Aug 2025
SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images
Dongchen Si
Di Wang
Erzhong Gao
Xiaolei Qin
Liu Zhao
...
Jianbo Zhan
Jianshe Wang
Lin Liu
Bo Du
Liangpei Zhang
174
2
0
07 Aug 2025
Spatial Frequency Modulation for Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Linwei Chen
Ying Fu
Lin Gu
Dezhi Zheng
Jifeng Dai
480
14
0
16 Jul 2025
HieraRS: A Hierarchical Segmentation Paradigm for Remote Sensing Enabling Multi-Granularity Interpretation and Cross-Domain Transfer
Tianlong Ai
Tianzhu Liu
Haochen Jiang
Yanfeng Gu
208
0
0
11 Jul 2025
WakeupUrban: Unsupervised Semantic Segmentation of Mid-20
t
h
^{th}
t
h
century Urban Landscapes with Satellite Imagery
Tianxiang Hao
Lixian Zhang
Yingjia Zhang
Mengxuan Chen
Jinxiao Zhang
Haohuan Fu
Haohuan Fu
330
1
0
11 Jun 2025
SeG-SR: Integrating Semantic Knowledge into Remote Sensing Image Super-Resolution via Vision-Language Model
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Bowen Chen
Keyan Chen
Mohan Yang
Zhengxia Zou
Z. Shi
251
1
0
29 May 2025
BD Open LULC Map: High-resolution land use land cover mapping & benchmarking for urban development in Dhaka, Bangladesh
International Conference on Information Photonics (ICIP), 2025
Mir Sazzat Hossain
Ovi Paul
Md Akil Raihan Iftee
Rakibul Hasan Rajib
A. Nayem
Anis Sarker
A. Momen
M. A. Amin
A. Ali
A. K. M. Mahbubur Rahman
228
1
0
28 May 2025
From Pixels to Images: A Structural Survey of Deep Learning Paradigms in Remote Sensing Image Semantic Segmentation
Quanwei Liu
Wei Chen
Yanni Dong
Jiaqi Yang
619
3
0
21 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
Xingxing Weng
Chao Pang
Gui-Song Xia
VLM
489
27
0
20 May 2025
Generalizable Multispectral Land Cover Classification via Frequency-Aware Mixture of Low-Rank Token Experts
Xi Chen
Shen Yan
Juelin Zhu
Chen Chen
Yu Liu
Maojun Zhang
389
2
0
20 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach
Pierre Adorni
M. Pham
Stéphane May
Sébastien Lefèvre
306
4
0
06 May 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Yulong Guo
Zilun Zhang
Yongheng Shang
Tiancheng Zhao
Shuiguang Deng
Yingchun Yang
Jianwei Yin
333
2
0
28 Apr 2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior
Lin Che
Yizi Chen
Tanhua Jin
Martin Raubal
Konrad Schindler
Peter Kiefer
268
0
0
24 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation
Xiaoxing Hu
Ziyang Gong
Longji Xu
Yuru Jia
Fei Lin
...
Jianhong Han
Zhuoran Sun
Gen Luo
Gen Luo
Xue Yang
1.2K
3
0
08 Apr 2025
Hierarchical Knowledge Structuring for Effective Federated Learning in Heterogeneous Environments
Wai Fong Tam
Qilei Li
Ahmed M. Abdelmonie
FedML
242
1
0
04 Apr 2025
A large-scale image-text dataset benchmark for farmland segmentation
Earth System Science Data (ESSD), 2025
Chao Tao
Dandan Zhong
Weiliang Mu
Zhuofei Du
Haiyang Wu
244
3
0
29 Mar 2025
DynamicVis: Dynamic Visual Perception for Efficient Remote Sensing Foundation Models
Keyan Chen
Chenyang Liu
Bowen Chen
Wenyuan Li
Zhengxia Zou
Zhenwei Shi
Zhenwei Shi
338
19
0
20 Mar 2025
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery
IEEE/CAA Journal of Automatica Sinica (IEEE/CAA J. Autom. Sin.), 2025
Yansheng Li
Yuning Wu
Gong Cheng
Chao Tao
Bo Dang
...
Chuxu Zhang
Wenshu Fan
Xianfeng Tang
Jiayi Ma
Yongjun Zhang
232
28
0
14 Mar 2025
Small Vision-Language Models: A Survey on Compact Architectures and Techniques
Nitesh Patnaik
Navdeep Nayak
Himani Bansal Agrawal
Moinak Chinmoy Khamaru
Gourav Bal
Saishree Smaranika Panda
Rishi Raj
Vishal Meena
Kartheek Vadlamani
VLM
346
3
0
09 Mar 2025
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Qingbin Liu
Danpei Zhao
Bo Yuan
Wentao Li
Tian Li
373
0
0
22 Nov 2024
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation
Neural Information Processing Systems (NeurIPS), 2024
Jialin Luo
Yuanzhi Wang
Ziqi Gu
Yide Qiu
Shuaizhen Yao
Fuyun Wang
Chunyan Xu
Wenhua Zhang
Dan Wang
Zhen Cui
DiffM
244
12
0
26 Oct 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning
International Journal of Remote Sensing (IJRS), 2024
Isaac Ray
Alexei Skurikhin
464
1
0
05 Sep 2024
Artificial Intelligence in Landscape Architecture: A Survey
Yue Xing
Wensheng Gan
Qidi Chen
AI4CE
260
17
0
26 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
252
2
0
02 Aug 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
Jian Song
Hongruixuan Chen
Weihao Xuan
Junshi Xia
Xiangwei Zhu
260
14
0
26 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
166
1
0
09 Jun 2024
Global High Categorical Resolution Land Cover Mapping via Weak Supervision
Xin-Yi Tong
Runmin Dong
Xiao Xiang Zhu
262
7
0
02 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
Lixian Zhang
Jie Wang
Haohuan Fu
AI4TS
335
16
0
29 May 2024
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention
Xingyu Ding
Li Shan
Guiqin Zhao
Meiqi Wu
Wenzhang Zhou
Wei Li
MQ
300
14
0
28 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior
Ce Wang
Wanjie Sun
DiffM
319
33
0
11 May 2024
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Yunsong Yang
Genji Yuan
Jinjiang Li
VOS
209
132
0
03 May 2024
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework
Zhuo Li
Fangxiao Lu
Jiaqi Zou
Lei Hu
Hongyan Zhang
272
14
0
19 Apr 2024
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
IEEE Transactions on Wireless Communications (IEEE TWC), 2024
Yuanming Shi
Li Zeng
Jingyang Zhu
Yong Zhou
Chunxiao Jiang
Khaled B. Letaief
336
31
0
02 Apr 2024
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding
Run Shao
Zhaoyang Zhang
Chao Tao
Yunsheng Zhang
Chengli Peng
Haifeng Li
VLM
351
15
0
27 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
Guang Dai
289
127
0
20 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
International Journal of Computer Vision (IJCV), 2024
Yuxuan Li
Xiang Li
Yimain Dai
Qibin Hou
Tianpeng Liu
Yongxiang Liu
Ming-Ming Cheng
Jian Yang
428
150
0
18 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
603
29
0
05 Mar 2024
UB-FineNet: Urban Building Fine-grained Classification Network for Open-access Satellite Images
Zhiyi He
Wei Yao
Jie Shao
Puzuo Wang
272
16
0
04 Mar 2024
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation
Jie Zhang
Xubing Yang
Rui Jiang
Wei Shao
Li Zhang
255
56
0
29 Feb 2024
Cross-Resolution Land Cover Classification Using Outdated Products and Transformers
Huan Ni
Yubin Zhao
Haiyan Guan
Cheng Jiang
Yongshi Jie
Xing Wang
Yiyang Shen
ViT
226
5
0
25 Feb 2024
Cross Domain Early Crop Mapping using CropSTGAN
IEEE Access (IEEE Access), 2024
Yiqun Wang
Hui Huang
Radu State
253
6
0
15 Jan 2024
Generic Knowledge Boosted Pre-training For Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Ziyue Huang
Mingming Zhang
Yuan Gong
Qingjie Liu
Yunhong Wang
VLM
236
28
0
09 Jan 2024
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding
Sahil Khose
Anisha Pal
Aayushi Agarwal
Deepanshi
Judy Hoffman
Prithvijit Chattopadhyay
VGen
253
10
0
11 Dec 2023
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2023
R. Roscher
M. Rußwurm
Caroline Gevaert
Michael C. Kampffmeyer
J. A. dos Santos
...
Ronny Hansch
Stine Hansen
Keiller Nogueira
Jonathan Prexl
D. Tuia
565
29
0
08 Dec 2023
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Yinhe Liu
Sunan Shi
Junjue Wang
Yanfei Zhong
224
0
0
27 Sep 2023
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks
Remote Sensing of Environment (RSE), 2023
Danfeng Hong
Bing Zhang
Hao Li
Yuxuan Li
Jing Yao
Chenyu Li
Martin Werner
Jocelyn Chanussote
Alexander Zipf
Xiaoxiang Zhu
SSeg
339
481
0
26 Sep 2023
1
2
3
Next
Page 1 of 3