Real-time detection of forest fires through remote sensing is a challenging task, especially in
the context of limited data availability. In response to this challenge, this article leverages the …

In this study, we propose an advanced object detection model for fire and smoke detection in
maritime environments, leveraging the DETR (Detection with Transformers) framework. To …

In this work, we introduce a novel approach to single-source domain generalization (SDG) in
medical imaging, focusing on overcoming the challenge of style variation in out-of …

Smoke is a critical indicator of forest fires, often detectable before flames ignite. Accurate
smoke identification in remote sensing images is vital for effective forest fire monitoring …

Regarding the current problems of false alarms and missed detections in fire detection, we
propose a high-precision fire detection algorithm, YOLOV9-CBM (C3-SE, BiFPN, MPDIoU) …

Object detection methods can be used to detect flames and smoke from images or videos for
the identification and exploration of fire. In this paper, an improved YOLOv5s algorithm …