Cover Image

FireRescue: A UAV-Based Dataset and Enhanced YOLO Model for Object Detection in Fire Rescue Scenes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Qingyu, Zhang, Runtong, Qiu, Zihuan, Meng, Fanman
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Continual Learning with Vision-Language Models via Semantic-Geometry Preservation
by: He, Chiyuan, et al.
Published: (2026)

Closing the Oracle Gap: Increment Vector Transformation for Class Incremental Learning
by: Qiu, Zihuan, et al.
Published: (2025)

SS-DC: Spatial-Spectral Decoupling and Coupling Across Visible-Infrared Gap for Domain Adaptive Object Detection
by: Zhang, Xiwei, et al.
Published: (2025)

EFA-YOLO: An Efficient Feature Attention Model for Fire and Flame Detection
by: Pan, Weichao, et al.
Published: (2024)

YOLO-FireAD: Efficient Fire Detection via Attention-Guided Inverted Residual Learning and Dual-Pooling Feature Preservation
by: Pan, Weichao, et al.
Published: (2025)

SOD-YOLO: Enhancing YOLO-Based Detection of Small Objects in UAV Imagery
by: Wang, Peijun, et al.
Published: (2025)

SCU-CGAN: Enhancing Fire Detection through Synthetic Fire Image Generation and Dataset Augmentation
by: Kim, Ju-Young, et al.
Published: (2025)

DesCLIP: Robust Continual Learning via General Attribute Descriptions for VLM-Based Visual Recognition
by: He, Chiyuan, et al.
Published: (2025)

Benchmarking Multi-Scene Fire and Smoke Detection
by: Han, Xiaoyi, et al.
Published: (2024)

Enhancing Tree Type Detection in Forest Fire Risk Assessment: Multi-Stage Approach and Color Encoding with Forest Fire Risk Evaluation Framework for UAV Imagery
by: Zhang, Jinda
Published: (2024)

Vision-Based Autonomous UAV Navigation and Landing for Urban Search and Rescue
by: Mittal, Mayank, et al.
Published: (2019)

MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
by: Qiu, Zihuan, et al.
Published: (2025)

SAVA-X: Ego-to-Exo Imitation Error Detection via Scene-Adaptive View Alignment and Bidirectional Cross View Fusion
by: Li, Xiang, et al.
Published: (2026)

HierLight-YOLO: A Hierarchical and Lightweight Object Detection Network for UAV Photography
by: Chen, Defan, et al.
Published: (2025)

No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation
by: Chen, Shuai, et al.
Published: (2024)

Sen2Fire: A Challenging Benchmark Dataset for Wildfire Detection using Sentinel Data
by: Xu, Yonghao, et al.
Published: (2024)

DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
by: Liu, Zixuan, et al.
Published: (2025)

Two-Stage Framework for Efficient UAV-Based Wildfire Video Analysis with Adaptive Compression and Fire Source Detection
by: Bai, Yanbing, et al.
Published: (2025)

DGE-YOLO: Dual-Branch Gathering and Attention for Accurate UAV Object Detection
by: Lv, Kunwei, et al.
Published: (2025)

SmokeBench: A Real-World Dataset for Surveillance Image Desmoking in Early-Stage Fire Scenes
by: Jin, Wenzhuo, et al.
Published: (2025)

DRespNeT: A UAV Dataset and YOLOv8-DRN Model for Aerial Instance Segmentation of Building Access Points for Post-Earthquake Search-and-Rescue Missions
by: Sirma, Aykut, et al.
Published: (2025)

FireLite: Leveraging Transfer Learning for Efficient Fire Detection in Resource-Constrained Environments
by: Hasan, Mahamudul, et al.
Published: (2024)

PhysFire-WM: A Physics-Informed World Model for Emulating Fire Spread Dynamics
by: Zhou, Nan, et al.
Published: (2025)

Attention-disentangled Uniform Orthogonal Feature Space Optimization for Few-shot Object Detection
by: Zhao, Taijin, et al.
Published: (2025)

GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection
by: Mei, Hefei, et al.
Published: (2023)

Mirror Target YOLO: An Improved YOLOv8 Method with Indirect Vision for Heritage Buildings Fire Detection
by: Liang, Jian, et al.
Published: (2024)

Salient Object Detection in Traffic Scene through the TSOD10K Dataset
by: Qiu, Yu, et al.
Published: (2025)

Detection Fire in Camera RGB-NIR
by: Khai, Nguyen Truong, et al.
Published: (2025)

Fire and Smoke Detection with Burning Intensity Representation
by: Han, Xiaoyi, et al.
Published: (2024)

Image Processing Based Forest Fire Detection
by: V, Vipin
Published: (2024)

On the Evaluation Protocol of Gesture Recognition for UAV-based Rescue Operation based on Deep Learning: A Subject-Independence Perspective
by: Varga, Domonkos
Published: (2026)

MambaRefine-YOLO: A Dual-Modality Small Object Detector for UAV Imagery
by: Cao, Shuyu, et al.
Published: (2025)

RescueBench: Can Embodied Agents Save Lives in the Wild ?
by: Wu, Kui, et al.
Published: (2026)

SpikeDet: Better Firing Patterns for Accurate and Energy-Efficient Object Detection with Spiking Neural Networks
by: Fan, Yimeng, et al.
Published: (2025)

MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire Detection
by: Wu, Guanghao, et al.
Published: (2025)

YOLO-IOD: Towards Real Time Incremental Object Detection
by: Zhang, Shizhou, et al.
Published: (2025)

Small Object Detection in Industrial Recycling: A New Dataset and YOLO Performance Evaluation
by: Messai, Oussama, et al.
Published: (2026)

Mamba YOLO: A Simple Baseline for Object Detection with State Space Model
by: Wang, Zeyu, et al.
Published: (2024)

Guardians of the Hair: Rescuing Soft Boundaries in Depth, Stereo, and Novel Views
by: Zhang, Xiang, et al.
Published: (2026)

RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment
by: Rahnemoonfar, Maryam, et al.
Published: (2022)