Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
Fuente:
arXiv
Saved in:
| Main Authors: | Weng, Xingxing, Pang, Chao, Xia, Gui-Song |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Continual Vision-Language Learning for Remote Sensing: Benchmarking and Analysis
by: Weng, Xingxing, et al.
Published: (2026)
by: Weng, Xingxing, et al.
Published: (2026)
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
by: Pang, Chao, et al.
Published: (2024)
by: Pang, Chao, et al.
Published: (2024)
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation
by: Pang, Chao, et al.
Published: (2024)
by: Pang, Chao, et al.
Published: (2024)
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives
by: Liu, Yidan, et al.
Published: (2024)
by: Liu, Yidan, et al.
Published: (2024)
CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
by: An, Xiao, et al.
Published: (2024)
by: An, Xiao, et al.
Published: (2024)
DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation Benchmark
by: Li, Haodong, et al.
Published: (2024)
by: Li, Haodong, et al.
Published: (2024)
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
by: Liu, Fan, et al.
Published: (2023)
by: Liu, Fan, et al.
Published: (2023)
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding
by: Luo, Junwei, et al.
Published: (2024)
by: Luo, Junwei, et al.
Published: (2024)
Falcon: A Remote Sensing Vision-Language Foundation Model (Technical Report)
by: Yao, Kelu, et al.
Published: (2025)
by: Yao, Kelu, et al.
Published: (2025)
RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering
by: Zi, Xing, et al.
Published: (2025)
by: Zi, Xing, et al.
Published: (2025)
Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing
by: Anderson, Madeline, et al.
Published: (2025)
by: Anderson, Madeline, et al.
Published: (2025)
High-quality Pseudo-labeling for Point Cloud Segmentation with Scene-level Annotation
by: Duan, Lunhao, et al.
Published: (2025)
by: Duan, Lunhao, et al.
Published: (2025)
SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models
by: Zhong, Chen, et al.
Published: (2026)
by: Zhong, Chen, et al.
Published: (2026)
DragOSM: Extract Building Roofs and Footprints from Aerial Images by Aligning Historical Labels
by: Li, Kai, et al.
Published: (2025)
by: Li, Kai, et al.
Published: (2025)
Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
by: Adler, Mathis Jürgen, et al.
Published: (2025)
by: Adler, Mathis Jürgen, et al.
Published: (2025)
Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models
by: Khoury, Karim El, et al.
Published: (2025)
by: Khoury, Karim El, et al.
Published: (2025)
Towards Realistic Remote Sensing Dataset Distillation with Discriminative Prototype-guided Diffusion
by: Xu, Yonghao, et al.
Published: (2026)
by: Xu, Yonghao, et al.
Published: (2026)
FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model
by: Pang, Kaicheng, et al.
Published: (2025)
by: Pang, Kaicheng, et al.
Published: (2025)
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
Co-Training Vision Language Models for Remote Sensing Multi-task Learning
by: Li, Qingyun, et al.
Published: (2025)
by: Li, Qingyun, et al.
Published: (2025)
An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2025)
by: Silva, João Daniel, et al.
Published: (2025)
Remote Sensing SpatioTemporal Vision-Language Models: A Comprehensive Survey
by: Liu, Chenyang, et al.
Published: (2024)
by: Liu, Chenyang, et al.
Published: (2024)
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification
by: Khoury, Karim El, et al.
Published: (2024)
by: Khoury, Karim El, et al.
Published: (2024)
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
by: Cha, Keumgang, et al.
Published: (2024)
by: Cha, Keumgang, et al.
Published: (2024)
Large Vision-Language Models for Remote Sensing Visual Question Answering
by: Siripong, Surasakdi, et al.
Published: (2024)
by: Siripong, Surasakdi, et al.
Published: (2024)
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation
by: Liu, Chuandong, et al.
Published: (2024)
by: Liu, Chuandong, et al.
Published: (2024)
Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation
by: He, Yiguo, et al.
Published: (2025)
by: He, Yiguo, et al.
Published: (2025)
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models
by: Lin, Hui, et al.
Published: (2025)
by: Lin, Hui, et al.
Published: (2025)
TimeSenCLIP: A Time Series Vision-Language Model for Remote Sensing
by: Jain, Pallavi, et al.
Published: (2025)
by: Jain, Pallavi, et al.
Published: (2025)
DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
by: Wang, Junjue, et al.
Published: (2025)
by: Wang, Junjue, et al.
Published: (2025)
3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions
by: Li, Weijia, et al.
Published: (2024)
by: Li, Weijia, et al.
Published: (2024)
Anchor-based Robust Finetuning of Vision-Language Models
by: Han, Jinwei, et al.
Published: (2024)
by: Han, Jinwei, et al.
Published: (2024)
LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation
by: Li, Zhenshi, et al.
Published: (2024)
by: Li, Zhenshi, et al.
Published: (2024)
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning
by: Luo, Junwei, et al.
Published: (2025)
by: Luo, Junwei, et al.
Published: (2025)
SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images
by: Si, Dongchen, et al.
Published: (2025)
by: Si, Dongchen, et al.
Published: (2025)
Weakly Supervised Ephemeral Gully Detection In Remote Sensing Images Using Vision Language Models
by: Tousi, Seyed Mohamad Ali, et al.
Published: (2025)
by: Tousi, Seyed Mohamad Ali, et al.
Published: (2025)
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
by: Muhtar, Dilxat, et al.
Published: (2025)
by: Muhtar, Dilxat, et al.
Published: (2025)
UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models
by: Li, Yujie, et al.
Published: (2024)
by: Li, Yujie, et al.
Published: (2024)
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding
by: Zhou, Yue, et al.
Published: (2024)
by: Zhou, Yue, et al.
Published: (2024)
Similar Items
-
Continual Vision-Language Learning for Remote Sensing: Benchmarking and Analysis
by: Weng, Xingxing, et al.
Published: (2026) -
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
by: Pang, Chao, et al.
Published: (2024) -
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation
by: Pang, Chao, et al.
Published: (2024) -
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives
by: Liu, Yidan, et al.
Published: (2024) -
CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
by: An, Xiao, et al.
Published: (2024)