R Xu, H Lin, K Lu, L Cao, Y Liu - Forests, 2021 - mdpi.com
Due to the various shapes, textures, and colors of fires, forest fire detection is a challenging task. The traditional image processing method relies heavily on manmade features, which is …
C Sun, C Huang, H Zhang, B Chen, F An… - Frontiers in plant …, 2022 - frontiersin.org
Deriving individual tree crown (ITC) information from light detection and ranging (LiDAR) data is of great significance to forest resource assessment and smart management. After …
In the construction of new smart cities, traditional fire-detection systems can be replaced with vision-based systems to establish fire safety in society using emerging technologies, such as …
X Chen, K Jiang, Y Zhu, X Wang, T Yun - Forests, 2021 - mdpi.com
Accurate individual tree crown (ITC) segmentation from scanned point clouds is a fundamental task in forest biomass monitoring and forest ecology management. Light …
L Zhang, M Wang, Y Fu, Y Ding - Forests, 2022 - mdpi.com
Timely detection of forest wildfires is of great significance to the early prevention and control of large-scale forest fires. Unmanned Aerial Vehicle (UAV) with cameras has the …
Forest fires rank among the costliest and deadliest natural disasters globally. Identifying the smoke generated by forest fires is pivotal in facilitating the prompt suppression of developing …
X Yang, Z Hua, L Zhang, X Fan, F Zhang, Q Ye, L Fu - Pattern Recognition, 2023 - Elsevier
Abstract Machine learning-based fire detection/recognition is very popular in forest- monitoring systems. However, without considering the prior knowledge, eg, equal attention …
L Zhang, M Wang, Y Ding, X Bu - Forests, 2023 - mdpi.com
Unmanned aerial vehicles (UAVs) are widely used for small target detection of forest fires due to its low-risk rate, low cost and high ground coverage. However, the detection accuracy …
J Huang, J Zhou, H Yang, Y Liu, H Liu - Forests, 2023 - mdpi.com
Forest fires have continually endangered personal safety and social property. To reduce the occurrences of forest fires, it is essential to detect forest fire smoke accurately and quickly …