Cover Image

PyroFocus: A Deep Learning Approach to Real-Time Wildfire Detection in Multispectral Remote Sensing Imagery

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moussa, Mark, Williams, Andre, Roffe, Seth, Morton, Douglas
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery
by: Burgert, Tom, et al.
Published: (2026)

ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation
by: Li, Chang, et al.
Published: (2024)

Referring Change Detection in Remote Sensing Imagery
by: Korkmaz, Yilmaz, et al.
Published: (2025)

Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches
by: Lee, Gao Yu, et al.
Published: (2024)

Deep Learning for Wildfire Risk Prediction: Integrating Remote Sensing and Environmental Data
by: Xu, Zhengsen, et al.
Published: (2024)

DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing
by: Zhou, Minghang, et al.
Published: (2024)

Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data
by: Barco, Luca, et al.
Published: (2024)

Learning De-Biased Representations for Remote-Sensing Imagery
by: Tian, Zichen, et al.
Published: (2024)

Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery
by: Shen, Hengtong, et al.
Published: (2026)

A Parameter-efficient Convolutional Approach for Weed Detection in Multispectral Aerial Imagery
by: Ramos, Leo Thomas, et al.
Published: (2026)

MO R-CNN: Multispectral Oriented R-CNN for Object Detection in Remote Sensing Image
by: Wang, Leiyu, et al.
Published: (2025)

Real-Time Oriented Object Detection Transformer in Remote Sensing Images
by: Ding, Zeyu, et al.
Published: (2026)

BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery
by: Fabio, Loddo, et al.
Published: (2024)

Development and Application of a Sentinel-2 Satellite Imagery Dataset for Deep-Learning Driven Forest Wildfire Detection
by: Martin, Valeria, et al.
Published: (2024)

SIGMAE: A Spectral-Index-Guided Foundation Model for Multispectral Remote Sensing
by: Zhang, Xiaokang, et al.
Published: (2026)

Bridging the Scale Gap: Balanced Tiny and General Object Detection in Remote Sensing Imagery
by: Zhao, Zhicheng, et al.
Published: (2025)

Ship Detection in Remote Sensing Imagery for Arbitrarily Oriented Object Detection
by: Ayesha, Bibi Erum, et al.
Published: (2025)

Remote Sensing Imagery for Flood Detection: Exploration of Augmentation Strategies
by: Polushko, Vladyslav, et al.
Published: (2025)

ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
by: Cheng, Ching-Heng, et al.
Published: (2025)

MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery
by: Yu, Weikang, et al.
Published: (2024)

GeoEyes: On-Demand Visual Focusing for Evidence-Grounded Understanding of Ultra-High-Resolution Remote Sensing Imagery
by: Wang, Fengxiang, et al.
Published: (2026)

Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning
by: Sun, Jing, et al.
Published: (2024)

On-Orbit Real-Time Wildfire Detection Under On-Board Constraints
by: Rötzer, Matthias, et al.
Published: (2026)

Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite Imagery
by: Zou, Luyao, et al.
Published: (2026)

Individual Tree Detection in Large-Scale Urban Environments using High-Resolution Multispectral Imagery
by: Ventura, Jonathan, et al.
Published: (2022)

CloudMamba: An Uncertainty-Guided Dual-Scale Mamba Network for Cloud Detection in Remote Sensing Imagery
by: Yang, Jiajun, et al.
Published: (2026)

DeepAndes: A Self-Supervised Vision Foundation Model for Multi-Spectral Remote Sensing Imagery of the Andes
by: Guo, Junlin, et al.
Published: (2025)

MMLSv2: A Multimodal Dataset for Martian Landslide Detection in Remote Sensing Imagery
by: Paheding, Sidike, et al.
Published: (2026)

Popeye: A Unified Visual-Language Model for Multi-Source Ship Detection from Remote Sensing Imagery
by: Zhang, Wei, et al.
Published: (2024)

UHR-DETR: Efficient End-to-End Small Object Detection for Ultra-High-Resolution Remote Sensing Imagery
by: Li, Jingfang, et al.
Published: (2026)

Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery
by: Panuntun, Ilham Adi, et al.
Published: (2024)

SOPSeg: Prompt-based Small Object Instance Segmentation in Remote Sensing Imagery
by: Wang, Chenhao, et al.
Published: (2025)

Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery
by: Zhao, Hengwei, et al.
Published: (2023)

MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery
by: Zhu, Qinfeng, et al.
Published: (2024)

RMK RetinaNet: Rotated Multi-Kernel RetinaNet for Robust Oriented Object Detection in Remote Sensing Imagery
by: Sun, Huiran
Published: (2026)

Generating Satellite Imagery Data for Wildfire Detection through Mask-Conditioned Generative AI
by: Martin, Valeria, et al.
Published: (2026)

DINO Soars: DINOv3 for Open-Vocabulary Semantic Segmentation of Remote Sensing Imagery
by: Faulkenberry, Ryan, et al.
Published: (2026)

ProVG: Progressive Visual Grounding via Language Decoupling for Remote Sensing Imagery
by: Li, Ke, et al.
Published: (2026)

Multispectral Remote Sensing for Weed Detection in West Australian Agricultural Lands
by: Wang, Haitian, et al.
Published: (2025)

OpenDPR: Open-Vocabulary Change Detection via Vision-Centric Diffusion-Guided Prototype Retrieval for Remote Sensing Imagery
by: Guo, Qi, et al.
Published: (2026)