Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models

16 July 2018

Papers citing "Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models"

50 / 90 papers shown

Title
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
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 31 0 0 24 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Yansen Wang Yuru Jia Gen Luo Xue Yang 142 0 0 08 Apr 2025
Hierarchical Knowledge Structuring for Effective Federated Learning in Heterogeneous Environments Wai Fong Tam Qilei Li Ahmed M. Abdelmonie FedML 42 0 0 04 Apr 2025
DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding Keyan Chen Chenyang Liu Bowen Chen Wenyuan Li Zhengxia Zou Zhenwei Shi 50 2 0 20 Mar 2025
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery Yansheng Li Yuning Wu Gong Cheng Chao Tao Bo Dang ... C. Zhang Yong-Jin Liu Xianfeng Tang Jiayi Ma Yongjun Zhang 50 2 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 58 0 0 09 Mar 2025
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding Jiaheng Liu Danpei Zhao Bo Yuan Wentao Li Tian Li 73 0 0 22 Nov 2024
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation Jialin Luo Yuanzhi Wang Ziqi Gu Yide Qiu Shuaizhen Yao Fuyun Wang Chunyan Xu Wenhua Zhang Dan Wang Zhen Cui DiffM 25 2 0 26 Oct 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Isaac Ray Alexei Skurikhin 124 0 0 05 Sep 2024
Artificial Intelligence in Landscape Architecture: A Survey Yue Xing Wensheng Gan Qidi Chen AI4CE 39 4 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 59 1 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 Naoto Yokoya 37 4 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 33 0 0 09 Jun 2024
Global High Categorical Resolution Land Cover Mapping via Weak Supervision Xin-Yi Tong Runmin Dong Xiao Xiang Zhu 39 1 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 Juepeng Zheng Jie Wang Haohuan Fu AI4TS 45 5 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 39 0 0 28 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 47 4 0 11 May 2024
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation Yunsong Yang Genji Yuan Jinjiang Li VOS 29 13 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 49 5 0 19 Apr 2024
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis Yuanming Shi Li Zeng Jingyang Zhu Yong Zhou Chunxiao Jiang Khaled B. Letaief 30 12 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 40 5 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 Lefei Zhang 42 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
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 31 12 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 41 5 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 37 12 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 34 1 0 25 Feb 2024
Cross Domain Early Crop Mapping using CropSTGAN Yiqun Wang Hui Huang Radu State 16 2 0 15 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
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding Sahil Khose Anisha Pal Aayushi Agarwal Deepanshi Judy Hoffman Prithvijit Chattopadhyay VGen 29 3 0 11 Dec 2023
Better, Not Just More: Data-Centric Machine Learning for Earth Observation R. Roscher M. Rußwurm Caroline Gevaert Michael C. Kampffmeyer J. A. dos Santos ... Ronny Hansch Stine Hansen Keiller Nogueira Jonathan Prexl D. Tuia 34 10 0 08 Dec 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 36 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 Danfeng Hong Bing Zhang Hao Li Yuxuan Li Jing Yao Chenyu Li Martin Werner Jocelyn Chanussote Alexander Zipf Xiaoxiang Zhu SSeg 27 336 0 26 Sep 2023
DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images Tareque Bashar Ovi Shakil Mosharrof Nomaiya Bashree Md. Shofiqul Islam Muhammad Nazrul Islam 15 4 0 05 Sep 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 26 27 0 08 Aug 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
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
VDD: Varied Drone Dataset for Semantic Segmentation Wenxiao Cai Ke Jin Jinyan Hou Cong Guo Letian Wu Wankou Yang 48 11 0 23 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 24 71 0 09 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 Lefei Zhang 125 69 0 03 May 2023
Zero-shot Unsupervised Transfer Instance Segmentation Gyungin Shin Samuel Albanie Weidi Xie ISeg VLM 67 5 0 27 Apr 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
SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models Jonathan Roberts Kai Han Samuel Albanie VLM 40 12 0 23 Apr 2023
PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-performance Cloud Removal from Multi-temporal Satellite Imagery Xuechao Zou Keqin Li Junliang Xing Pin Tao Yachao Cui 24 15 0 29 Mar 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 23 18 0 16 Mar 2023
A Survey on Semi-Supervised Semantic Segmentation Adrian Peláez-Vegas Pablo Mesejo Julián Luengo 32 27 0 20 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 23 18 0 13 Jan 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 121 169 0 30 Dec 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 29 0 0 22 Nov 2022