Generating Satellite Imagery Data for Wildfire Detection through Mask-Conditioned Generative AI
Fuente:
arXiv
Saved in:
| Main Authors: | Martin, Valeria, Venable, K. Brent, Morgan, Derek |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Development and Application of a Sentinel-2 Satellite Imagery Dataset for Deep-Learning Driven Forest Wildfire Detection
by: Martin, Valeria, et al.
Published: (2024)
by: Martin, Valeria, et al.
Published: (2024)
Generative AI for Enhanced Wildfire Detection: Bridging the Synthetic-Real Domain Gap
by: Gaba, Satyam
Published: (2025)
by: Gaba, Satyam
Published: (2025)
Deep Learning for Pavement Condition Evaluation Using Satellite Imagery
by: Lebaku, Prathyush Kumar Reddy, et al.
Published: (2025)
by: Lebaku, Prathyush Kumar Reddy, et al.
Published: (2025)
Satellite-to-Street: Synthesizing Post-Disaster Views from Satellite Imagery via Generative Vision Models
by: Yang, Yifan, et al.
Published: (2026)
by: Yang, Yifan, et al.
Published: (2026)
Uncertainty-Aware Wildfire Smoke Density Classification from Satellite Imagery via CBAM-Augmented EfficientNet with Evidential Deep Learning
by: Chodavarapu, Ranjith
Published: (2026)
by: Chodavarapu, Ranjith
Published: (2026)
Development of a Dual-Input Neural Model for Detecting AI-Generated Imagery
by: Gallagher, Jonathan, et al.
Published: (2024)
by: Gallagher, Jonathan, et al.
Published: (2024)
Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
by: Zaytar, Akram, et al.
Published: (2024)
by: Zaytar, Akram, et al.
Published: (2024)
Wildfire Detection Using Vision Transformer with the Wildfire Dataset
by: Vuppari, Gowtham Raj, et al.
Published: (2025)
by: Vuppari, Gowtham Raj, et al.
Published: (2025)
Detecting Brick Kiln Infrastructure at Scale: Graph, Foundation, and Remote Sensing Models for Satellite Imagery Data
by: Nazir, Usman, et al.
Published: (2026)
by: Nazir, Usman, et al.
Published: (2026)
An Empirical Study of Methods for Small Object Detection from Satellite Imagery
by: Yuan, Xiaohui, et al.
Published: (2025)
by: Yuan, Xiaohui, et al.
Published: (2025)
SAT-SKYLINES: 3D Building Generation from Satellite Imagery and Coarse Geometric Priors
by: Jin, Zhangyu, et al.
Published: (2025)
by: Jin, Zhangyu, et al.
Published: (2025)
DiffusionSat: A Generative Foundation Model for Satellite Imagery
by: Khanna, Samar, et al.
Published: (2023)
by: Khanna, Samar, et al.
Published: (2023)
MCGM: Mask Conditional Text-to-Image Generative Model
by: Skaik, Rami, et al.
Published: (2024)
by: Skaik, Rami, et al.
Published: (2024)
FLAME 3 Dataset: Unleashing the Power of Radiometric Thermal UAV Imagery for Wildfire Management
by: Hopkins, Bryce, et al.
Published: (2024)
by: Hopkins, Bryce, et al.
Published: (2024)
Generating Synthetic Wildlife Health Data from Camera Trap Imagery: A Pipeline for Alopecia and Body Condition Training Data
by: Brundage, David
Published: (2026)
by: Brundage, David
Published: (2026)
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas
by: Xi, Yanxin, et al.
Published: (2024)
by: Xi, Yanxin, et al.
Published: (2024)
TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction
by: Zhao, Yu, et al.
Published: (2024)
by: Zhao, Yu, et al.
Published: (2024)
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond
by: Al-Emadi, Noora, et al.
Published: (2025)
by: Al-Emadi, Noora, et al.
Published: (2025)
Sat2Flow: A Structure-Aware Diffusion Framework for Human Flow Generation from Satellite Imagery
by: Wang, Xiangxu, et al.
Published: (2025)
by: Wang, Xiangxu, et al.
Published: (2025)
Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking
by: Zheng, Zirui, et al.
Published: (2025)
by: Zheng, Zirui, et al.
Published: (2025)
AnyMo: Scaling Any-Modality Conditional Motion Generation with Masked Modeling
by: Li, Yiheng, et al.
Published: (2026)
by: Li, Yiheng, et al.
Published: (2026)
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery
by: Li, Yansheng, et al.
Published: (2024)
by: Li, Yansheng, et al.
Published: (2024)
Where are the Whales: A Human-in-the-loop Detection Method for Identifying Whales in High-resolution Satellite Imagery
by: Robinson, Caleb, et al.
Published: (2025)
by: Robinson, Caleb, et al.
Published: (2025)
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
by: Klemmer, Konstantin, et al.
Published: (2023)
by: Klemmer, Konstantin, et al.
Published: (2023)
PyroFocus: A Deep Learning Approach to Real-Time Wildfire Detection in Multispectral Remote Sensing Imagery
by: Moussa, Mark, et al.
Published: (2025)
by: Moussa, Mark, et al.
Published: (2025)
Multi-Style Facial Sketch Synthesis through Masked Generative Modeling
by: Sun, Bowen, et al.
Published: (2024)
by: Sun, Bowen, et al.
Published: (2024)
Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)
Effective Damage Data Generation by Fusing Imagery with Human Knowledge Using Vision-Language Models
by: Wei, Jie, et al.
Published: (2025)
by: Wei, Jie, et al.
Published: (2025)
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
by: Zhou, Hangyu, et al.
Published: (2024)
by: Zhou, Hangyu, et al.
Published: (2024)
Position Prediction Self-Supervised Learning for Multimodal Satellite Imagery Semantic Segmentation
by: Waithaka, John, et al.
Published: (2025)
by: Waithaka, John, et al.
Published: (2025)
SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery
by: Nakayama, Yohei, et al.
Published: (2024)
by: Nakayama, Yohei, et al.
Published: (2024)
Scalable Dynamic Origin-Destination Demand Estimation Enhanced by High-Resolution Satellite Imagery Data
by: Liu, Jiachao, et al.
Published: (2025)
by: Liu, Jiachao, et al.
Published: (2025)
WildfireVLM: AI-powered Analysis for Early Wildfire Detection and Risk Assessment Using Satellite Imagery
by: Ayanzadeh, Aydin, et al.
Published: (2026)
by: Ayanzadeh, Aydin, et al.
Published: (2026)
SpecSwin3D: Generating Hyperspectral Imagery from Multispectral Data via Transformer Networks
by: Sui, Tang, et al.
Published: (2025)
by: Sui, Tang, et al.
Published: (2025)
From YOLO to VLMs: Advancing Zero-Shot and Few-Shot Detection of Wastewater Treatment Plants Using Satellite Imagery in MENA Region
by: Premarathna, Akila, et al.
Published: (2025)
by: Premarathna, Akila, et al.
Published: (2025)
Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IAN
by: Li, Hao, et al.
Published: (2024)
by: Li, Hao, et al.
Published: (2024)
Generating Synthetic Satellite Imagery for Rare Objects: An Empirical Comparison of Models and Metrics
by: Nguyen, Tuong Vy, et al.
Published: (2024)
by: Nguyen, Tuong Vy, et al.
Published: (2024)
SatBLIP: Context Understanding and Feature Identification from Satellite Imagery with Vision-Language Learning
by: Wu, Xue, et al.
Published: (2026)
by: Wu, Xue, et al.
Published: (2026)
Disentangling Masked Autoencoders for Unsupervised Domain Generalization
by: Zhang, An, et al.
Published: (2024)
by: Zhang, An, et al.
Published: (2024)
Deep Learning Based Wildfire Detection for Peatland Fires Using Transfer Learning
by: Hamdan, Emadeldeen, et al.
Published: (2026)
by: Hamdan, Emadeldeen, et al.
Published: (2026)
Similar Items
-
Development and Application of a Sentinel-2 Satellite Imagery Dataset for Deep-Learning Driven Forest Wildfire Detection
by: Martin, Valeria, et al.
Published: (2024) -
Generative AI for Enhanced Wildfire Detection: Bridging the Synthetic-Real Domain Gap
by: Gaba, Satyam
Published: (2025) -
Deep Learning for Pavement Condition Evaluation Using Satellite Imagery
by: Lebaku, Prathyush Kumar Reddy, et al.
Published: (2025) -
Satellite-to-Street: Synthesizing Post-Disaster Views from Satellite Imagery via Generative Vision Models
by: Yang, Yifan, et al.
Published: (2026) -
Uncertainty-Aware Wildfire Smoke Density Classification from Satellite Imagery via CBAM-Augmented EfficientNet with Evidential Deep Learning
by: Chodavarapu, Ranjith
Published: (2026)