SCU-CGAN: Enhancing Fire Detection through Synthetic Fire Image Generation and Dataset Augmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Ju-Young, Park, Ji-Hong, Kim, Gun-Woo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Explainable Adversarial-Robust Vision-Language-Action Model for Robotic Manipulation
by: Kim, Ju-Young, et al.
Published: (2025)
by: Kim, Ju-Young, et al.
Published: (2025)
FireRescue: A UAV-Based Dataset and Enhanced YOLO Model for Object Detection in Fire Rescue Scenes
by: Xu, Qingyu, et al.
Published: (2025)
by: Xu, Qingyu, et al.
Published: (2025)
Semantic-Aware Reconstruction Error for Detecting AI-Generated Images
by: Kang, Ju Yeon, et al.
Published: (2025)
by: Kang, Ju Yeon, et al.
Published: (2025)
Centralized Copy-Paste: Enhanced Data Augmentation Strategy for Wildland Fire Semantic Segmentation
by: Kim, Joon Tai, et al.
Published: (2025)
by: Kim, Joon Tai, et al.
Published: (2025)
FireLite: Leveraging Transfer Learning for Efficient Fire Detection in Resource-Constrained Environments
by: Hasan, Mahamudul, et al.
Published: (2024)
by: Hasan, Mahamudul, et al.
Published: (2024)
Fire Dynamic Vision: Image Segmentation and Tracking for Multi-Scale Fire and Plume Behavior
by: Sagel, Daryn, et al.
Published: (2024)
by: Sagel, Daryn, et al.
Published: (2024)
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
by: Liu, Zixuan, et al.
Published: (2025)
by: Liu, Zixuan, et al.
Published: (2025)
Image Processing Based Forest Fire Detection
by: V, Vipin
Published: (2024)
by: V, Vipin
Published: (2024)
Detection Fire in Camera RGB-NIR
by: Khai, Nguyen Truong, et al.
Published: (2025)
by: Khai, Nguyen Truong, et al.
Published: (2025)
FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval
by: Park, Jeong-Woo, et al.
Published: (2025)
by: Park, Jeong-Woo, et al.
Published: (2025)
SynC: Synthetic Image Caption Dataset Refinement with One-to-many Mapping for Zero-shot Image Captioning
by: Kim, Si-Woo, et al.
Published: (2025)
by: Kim, Si-Woo, et al.
Published: (2025)
Benchmarking Multi-Scene Fire and Smoke Detection
by: Han, Xiaoyi, et al.
Published: (2024)
by: Han, Xiaoyi, et al.
Published: (2024)
Fire and Smoke Detection with Burning Intensity Representation
by: Han, Xiaoyi, et al.
Published: (2024)
by: Han, Xiaoyi, et al.
Published: (2024)
Enhancing Image Classification in Small and Unbalanced Datasets through Synthetic Data Augmentation
by: De La Fuente, Neil, et al.
Published: (2024)
by: De La Fuente, Neil, et al.
Published: (2024)
Sen2Fire: A Challenging Benchmark Dataset for Wildfire Detection using Sentinel Data
by: Xu, Yonghao, et al.
Published: (2024)
by: Xu, Yonghao, et al.
Published: (2024)
Enhanced Mixture 3D CGAN for Completion and Generation of 3D Objects
by: Hamdi, Yahia, et al.
Published: (2026)
by: Hamdi, Yahia, et al.
Published: (2026)
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)
by: Zhang, Jinda
Published: (2024)
DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting
by: Park, Hyunwoo, et al.
Published: (2025)
by: Park, Hyunwoo, et al.
Published: (2025)
CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules
by: Lv, Kunwei, et al.
Published: (2024)
by: Lv, Kunwei, et al.
Published: (2024)
GTA-Crime: A Synthetic Dataset and Generation Framework for Fatal Violence Detection with Adversarial Snippet-Level Domain Adaptation
by: Kim, Seongho, et al.
Published: (2025)
by: Kim, Seongho, et al.
Published: (2025)
YOLO-FireAD: Efficient Fire Detection via Attention-Guided Inverted Residual Learning and Dual-Pooling Feature Preservation
by: Pan, Weichao, et al.
Published: (2025)
by: Pan, Weichao, 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)
by: Jin, Wenzhuo, et al.
Published: (2025)
Improving Text Generation on Images with Synthetic Captions
by: Koh, Jun Young, et al.
Published: (2024)
by: Koh, Jun Young, et al.
Published: (2024)
A Large-Depth-Range Layer-Based Hologram Dataset for Machine Learning-Based 3D Computer-Generated Holography
by: Lee, Jaehong, et al.
Published: (2025)
by: Lee, Jaehong, et al.
Published: (2025)
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning
by: Choi, Juhwan, et al.
Published: (2024)
by: Choi, Juhwan, 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)
Exploring State-of-the-art models for Early Detection of Forest Fires
by: Ahmed, Sharjeel, et al.
Published: (2025)
by: Ahmed, Sharjeel, et al.
Published: (2025)
PhysFire-WM: A Physics-Informed World Model for Emulating Fire Spread Dynamics
by: Zhou, Nan, et al.
Published: (2025)
by: Zhou, Nan, et al.
Published: (2025)
Fight Fire with Fire: Combating Adversarial Patch Attacks using Pattern-randomized Defensive Patches
by: Feng, Jianan, et al.
Published: (2023)
by: Feng, Jianan, et al.
Published: (2023)
Two-Stage Framework for Efficient UAV-Based Wildfire Video Analysis with Adaptive Compression and Fire Source Detection
by: Bai, Yanbing, et al.
Published: (2025)
by: Bai, Yanbing, et al.
Published: (2025)
SIDA: Synthetic Image Driven Zero-shot Domain Adaptation
by: Kim, Ye-Chan, et al.
Published: (2025)
by: Kim, Ye-Chan, et al.
Published: (2025)
Learning to Calibrate for Reliable Visual Fire Detection
by: Zhang, Ziqi, et al.
Published: (2025)
by: Zhang, Ziqi, et al.
Published: (2025)
FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction
by: Michail, Dimitrios, et al.
Published: (2025)
by: Michail, Dimitrios, et al.
Published: (2025)
EFA-YOLO: An Efficient Feature Attention Model for Fire and Flame Detection
by: Pan, Weichao, et al.
Published: (2024)
by: Pan, Weichao, et al.
Published: (2024)
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing
by: Deng, Yingying, et al.
Published: (2024)
by: Deng, Yingying, et al.
Published: (2024)
Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision
by: Cha, Hyunsoo, et al.
Published: (2026)
by: Cha, Hyunsoo, et al.
Published: (2026)
MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire Detection
by: Wu, Guanghao, et al.
Published: (2025)
by: Wu, Guanghao, et al.
Published: (2025)
Physics-driven Fire Modeling from Multi-view Images
by: Dorta, Gara, et al.
Published: (2018)
by: Dorta, Gara, et al.
Published: (2018)
3D-LLDM: Label-Guided 3D Latent Diffusion Model for Improving High-Resolution Synthetic MR Imaging in Hepatic Structure Segmentation
by: Kim, Kyeonghun, et al.
Published: (2026)
by: Kim, Kyeonghun, et al.
Published: (2026)
Factored Levenberg-Marquardt for Diffeomorphic Image Registration: An efficient optimizer for FireANTs
by: Jena, Rohit, et al.
Published: (2026)
by: Jena, Rohit, et al.
Published: (2026)
Similar Items
-
Explainable Adversarial-Robust Vision-Language-Action Model for Robotic Manipulation
by: Kim, Ju-Young, et al.
Published: (2025) -
FireRescue: A UAV-Based Dataset and Enhanced YOLO Model for Object Detection in Fire Rescue Scenes
by: Xu, Qingyu, et al.
Published: (2025) -
Semantic-Aware Reconstruction Error for Detecting AI-Generated Images
by: Kang, Ju Yeon, et al.
Published: (2025) -
Centralized Copy-Paste: Enhanced Data Augmentation Strategy for Wildland Fire Semantic Segmentation
by: Kim, Joon Tai, et al.
Published: (2025) -
FireLite: Leveraging Transfer Learning for Efficient Fire Detection in Resource-Constrained Environments
by: Hasan, Mahamudul, et al.
Published: (2024)