Agentic AI in Remote Sensing: Foundations, Taxonomy, and Emerging Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Talemi, Niloufar Alipour, Boone, Julia, Afghah, Fatemeh |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ROADS: Robust Prompt-driven Multi-Class Anomaly Detection under Domain Shift
by: Kashiani, Hossein, et al.
Published: (2024)
by: Kashiani, Hossein, et al.
Published: (2024)
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
by: Kashiani, Hossein, et al.
Published: (2025)
by: Kashiani, Hossein, et al.
Published: (2025)
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models
by: Talemi, Niloufar Alipour, et al.
Published: (2024)
by: Talemi, Niloufar Alipour, et al.
Published: (2024)
DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language Models
by: Talemi, Niloufar Alipour, et al.
Published: (2025)
by: Talemi, Niloufar Alipour, et al.
Published: (2025)
WildFireVQA: A Large-Scale Radiometric Thermal VQA Benchmark for Aerial Wildfire Monitoring
by: Habibpour, Mobin, et al.
Published: (2026)
by: Habibpour, Mobin, et al.
Published: (2026)
CATFace: Cross-Attribute-Guided Transformer with Self-Attention Distillation for Low-Quality Face Recognition
by: Talemi, Niloufar Alipour, et al.
Published: (2024)
by: Talemi, Niloufar Alipour, et al.
Published: (2024)
Agentic AI for Remote Sensing: Technical Challenges and Research Directions
by: Munir, Muhammad Akhtar, et al.
Published: (2026)
by: Munir, Muhammad Akhtar, et al.
Published: (2026)
PromptMAD: Cross-Modal Prompting for Multi-Class Visual Anomaly Localization
by: McCain, Duncan, et al.
Published: (2026)
by: McCain, Duncan, et al.
Published: (2026)
Eyes on the Environment: AI-Driven Analysis for Fire and Smoke Classification, Segmentation, and Detection
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2025)
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2025)
FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning
by: Rajoli, Hossein, et al.
Published: (2024)
by: Rajoli, Hossein, et al.
Published: (2024)
Hardware Acceleration for Real-Time Wildfire Detection Onboard Drone Networks
by: Briley, Austin, et al.
Published: (2024)
by: Briley, Austin, 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)
SpectralGPT: Spectral Remote Sensing Foundation Model
by: Hong, Danfeng, et al.
Published: (2023)
by: Hong, Danfeng, et al.
Published: (2023)
From Physics to Foundation Models: A Review of AI-Driven Quantitative Remote Sensing Inversion
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, 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)
Foundation Models for Remote Sensing: An Analysis of MLLMs for Object Localization
by: Hannan, Darryl, et al.
Published: (2025)
by: Hannan, Darryl, et al.
Published: (2025)
FUSAR-KLIP: Towards Multimodal Foundation Models for Remote Sensing
by: Yang, Yi, et al.
Published: (2025)
by: Yang, Yi, et al.
Published: (2025)
FlexiMo: A Flexible Remote Sensing Foundation Model
by: Li, Xuyang, et al.
Published: (2025)
by: Li, Xuyang, et al.
Published: (2025)
Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery
by: Shen, Hengtong, et al.
Published: (2026)
by: Shen, Hengtong, et al.
Published: (2026)
RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models
by: Chen, Keyan, et al.
Published: (2025)
by: Chen, Keyan, 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)
MAPEX: Modality-Aware Pruning of Experts for Remote Sensing Foundation Models
by: Hanna, Joelle, et al.
Published: (2025)
by: Hanna, Joelle, 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)
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)
Falcon: A Remote Sensing Vision-Language Foundation Model (Technical Report)
by: Yao, Kelu, et al.
Published: (2025)
by: Yao, Kelu, et al.
Published: (2025)
Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models
by: Blumenstiel, Benedikt, et al.
Published: (2024)
by: Blumenstiel, Benedikt, et al.
Published: (2024)
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
by: Wang, Di, et al.
Published: (2024)
by: Wang, Di, et al.
Published: (2024)
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)
CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts
by: Hackel, Leonard, et al.
Published: (2025)
by: Hackel, Leonard, et al.
Published: (2025)
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models
by: Arnaudo, Edoardo, et al.
Published: (2024)
by: Arnaudo, Edoardo, et al.
Published: (2024)
Scaling Remote Sensing Foundation Models: Data Domain Tradeoffs at the Peta-Scale
by: Wickrema, Charith, et al.
Published: (2025)
by: Wickrema, Charith, et al.
Published: (2025)
Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing
by: Li, Xuyang, et al.
Published: (2025)
by: Li, Xuyang, et al.
Published: (2025)
DynamicVis: Dynamic Visual Perception for Efficient Remote Sensing Foundation Models
by: Chen, Keyan, et al.
Published: (2025)
by: Chen, Keyan, et al.
Published: (2025)
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model
by: Zheng, Zhuo, et al.
Published: (2024)
by: Zheng, Zhuo, et al.
Published: (2024)
Thermal Image Calibration and Correction using Unpaired Cycle-Consistent Adversarial Networks
by: Rajoli, Hossein, et al.
Published: (2024)
by: Rajoli, Hossein, et al.
Published: (2024)
Modality-Aware SAM: Sharpness-Aware-Minimization Driven Gradient Modulation for Harmonized Multimodal Learning
by: Nowdeh, Hossein R., et al.
Published: (2025)
by: Nowdeh, Hossein R., et al.
Published: (2025)
Vision Foundation Models in Remote Sensing: A Survey
by: Lu, Siqi, et al.
Published: (2024)
by: Lu, Siqi, et al.
Published: (2024)
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
by: Li, Yuxuan, et al.
Published: (2024)
by: Li, Yuxuan, et al.
Published: (2024)
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model
by: Hu, Huiyang, et al.
Published: (2024)
by: Hu, Huiyang, et al.
Published: (2024)
Similar Items
-
ROADS: Robust Prompt-driven Multi-Class Anomaly Detection under Domain Shift
by: Kashiani, Hossein, et al.
Published: (2024) -
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
by: Kashiani, Hossein, et al.
Published: (2025) -
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models
by: Talemi, Niloufar Alipour, et al.
Published: (2024) -
DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language Models
by: Talemi, Niloufar Alipour, et al.
Published: (2025) -
WildFireVQA: A Large-Scale Radiometric Thermal VQA Benchmark for Aerial Wildfire Monitoring
by: Habibpour, Mobin, et al.
Published: (2026)