From Physics to Foundation Models: A Review of AI-Driven Quantitative Remote Sensing Inversion
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Zhenyu, Idris, Mohd Yamani Idna, Wang, Hua, Wang, Pei, Chen, Junyi, Wang, Kun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SatelliteCalculator: A Multi-Task Vision Foundation Model for Quantitative Remote Sensing Inversion
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
DC4CR: When Cloud Removal Meets Diffusion Control in Remote Sensing
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
SatelliteFormula: Multi-Modal Symbolic Regression from Remote Sensing Imagery for Physics Discovery
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
Rainy: Unlocking Satellite Calibration for Deep Learning in Precipitation
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
Reasoning in Computer Vision: Taxonomy, Models, Tasks, and Methodologies
by: Sarkar, Ayushman, et al.
Published: (2025)
by: Sarkar, Ayushman, et al.
Published: (2025)
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
Improved implicit diffusion model with knowledge distillation to estimate the spatial distribution density of carbon stock in remote sensing imagery
by: Yu, Zhenyu, et al.
Published: (2024)
by: Yu, Zhenyu, et al.
Published: (2024)
DeCorStory: Gram-Schmidt Prompt Embedding Decorrelation for Consistent Storytelling
by: Sarkar, Ayushman, et al.
Published: (2026)
by: Sarkar, Ayushman, et al.
Published: (2026)
ForgetMe: Evaluating Selective Forgetting in Generative Models
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
DanceText: A Training-Free Layered Framework for Controllable Multilingual Text Transformation in Images
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
StoryState: Agent-Based State Control for Consistent and Editable Storybooks
by: Sarkar, Ayushman, et al.
Published: (2026)
by: Sarkar, Ayushman, et al.
Published: (2026)
ReDiStory: Region-Disentangled Diffusion for Consistent Visual Story Generation
by: Sarkar, Ayushman, et al.
Published: (2026)
by: Sarkar, Ayushman, et al.
Published: (2026)
A Layered Self-Supervised Knowledge Distillation Framework for Efficient Multimodal Learning on the Edge
by: Dahri, Tarique, et al.
Published: (2025)
by: Dahri, Tarique, et al.
Published: (2025)
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality
by: Huang, Ziyue, et al.
Published: (2025)
by: Huang, Ziyue, et al.
Published: (2025)
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model
by: Hu, Huiyang, et al.
Published: (2024)
by: Hu, Huiyang, et al.
Published: (2024)
Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery
by: Shen, Hengtong, et al.
Published: (2026)
by: Shen, Hengtong, et al.
Published: (2026)
Prototype-Driven Structure Synergy Network for Remote Sensing Images Segmentation
by: Wang, Junyi, et al.
Published: (2025)
by: Wang, Junyi, et al.
Published: (2025)
Foundation Models for Remote Sensing and Earth Observation: A Survey
by: Xiao, Aoran, et al.
Published: (2024)
by: Xiao, Aoran, et al.
Published: (2024)
FUSAR-KLIP: Towards Multimodal Foundation Models for Remote Sensing
by: Yang, Yi, et al.
Published: (2025)
by: Yang, Yi, et al.
Published: (2025)
RS-DFM: A Remote Sensing Distributed Foundation Model for Diverse Downstream Tasks
by: Wang, Zhechao, et al.
Published: (2024)
by: Wang, Zhechao, et al.
Published: (2024)
SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation
by: Wang, Ce, et al.
Published: (2026)
by: Wang, Ce, et al.
Published: (2026)
RingMoE: Mixture-of-Modality-Experts Multi-Modal Foundation Models for Universal Remote Sensing Image Interpretation
by: Bi, Hanbo, et al.
Published: (2025)
by: Bi, Hanbo, et al.
Published: (2025)
SpecAware: A Spectral-Content Aware Foundation Model for Unifying Multi-Sensor Learning in Hyperspectral Remote Sensing Mapping
by: Ji, Renjie, et al.
Published: (2025)
by: Ji, Renjie, et al.
Published: (2025)
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
by: Wang, Di, et al.
Published: (2024)
by: Wang, Di, et al.
Published: (2024)
RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing
by: Wang, Fengxiang, et al.
Published: (2025)
by: Wang, Fengxiang, et al.
Published: (2025)
Towards Remote Sensing Change Detection with Neural Memory
by: Yang, Zhenyu, et al.
Published: (2026)
by: Yang, Zhenyu, et al.
Published: (2026)
RingMo-Agent: A Unified Remote Sensing Foundation Model for Multi-Platform and Multi-Modal Reasoning
by: Hu, Huiyang, et al.
Published: (2025)
by: Hu, Huiyang, et al.
Published: (2025)
Agentic AI in Remote Sensing: Foundations, Taxonomy, and Emerging Systems
by: Talemi, Niloufar Alipour, et al.
Published: (2026)
by: Talemi, Niloufar Alipour, et al.
Published: (2026)
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model
by: Zhang, Song, et al.
Published: (2024)
by: Zhang, Song, et al.
Published: (2024)
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
by: Liu, Fan, et al.
Published: (2023)
by: Liu, Fan, et al.
Published: (2023)
Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images
by: Zou, Xuechao, et al.
Published: (2024)
by: Zou, Xuechao, et al.
Published: (2024)
Vision Foundation Models in Remote Sensing: A Survey
by: Lu, Siqi, et al.
Published: (2024)
by: Lu, Siqi, et al.
Published: (2024)
SpectralGPT: Spectral Remote Sensing Foundation Model
by: Hong, Danfeng, et al.
Published: (2023)
by: Hong, Danfeng, et al.
Published: (2023)
GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data
by: Bai, Lubian, et al.
Published: (2025)
by: Bai, Lubian, et al.
Published: (2025)
Falcon: A Remote Sensing Vision-Language Foundation Model (Technical Report)
by: Yao, Kelu, et al.
Published: (2025)
by: Yao, Kelu, et al.
Published: (2025)
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
by: Zhang, Yingying, et al.
Published: (2025)
by: Zhang, Yingying, et al.
Published: (2025)
SIGMAE: A Spectral-Index-Guided Foundation Model for Multispectral Remote Sensing
by: Zhang, Xiaokang, et al.
Published: (2026)
by: Zhang, Xiaokang, et al.
Published: (2026)
Geospatial-Reasoning-Driven Vocabulary-Agnostic Remote Sensing Semantic Segmentation
by: Zhou, Chufeng, et al.
Published: (2026)
by: Zhou, Chufeng, et al.
Published: (2026)
RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model
by: Wang, Mingze, et al.
Published: (2024)
by: Wang, Mingze, et al.
Published: (2024)
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model
by: Lyu, Shuchang, et al.
Published: (2024)
by: Lyu, Shuchang, et al.
Published: (2024)
Similar Items
-
SatelliteCalculator: A Multi-Task Vision Foundation Model for Quantitative Remote Sensing Inversion
by: Yu, Zhenyu, et al.
Published: (2025) -
DC4CR: When Cloud Removal Meets Diffusion Control in Remote Sensing
by: Yu, Zhenyu, et al.
Published: (2025) -
SatelliteFormula: Multi-Modal Symbolic Regression from Remote Sensing Imagery for Physics Discovery
by: Yu, Zhenyu, et al.
Published: (2025) -
Rainy: Unlocking Satellite Calibration for Deep Learning in Precipitation
by: Yu, Zhenyu, et al.
Published: (2025) -
Reasoning in Computer Vision: Taxonomy, Models, Tasks, and Methodologies
by: Sarkar, Ayushman, et al.
Published: (2025)