Publications by authors named "Guokang Zhang"
Sensors (Basel)
April 2024
Article Synopsis
- The paper discusses the use of UAV-derived aerial imagery for forest fire detection, noting challenges like high omission rates and low accuracy that affect current technology.
- It proposes an enhanced YOLOX network that includes a multi-level feature extraction structure and an attention mechanism to improve detection capabilities, especially for small fires in complex environments.
- Experimental results demonstrate that the improved YOLOX network significantly outperforms traditional models and other deep learning algorithms, achieving high detection rates and better handling of small-target flames, which can aid in effective UAV patrol and rescue operations.
