A Novel Approach Combining Particle Swarm Optimization and Deep Learning for Flash Flood Detection from Satellite Images

A Novel Approach Combining Particle Swarm Optimization and Deep Learning for Flash Flood Detection from Satellite Images

Flood is one of the deadliest natural hazards worldwide, with the population affected being more than 2 billion between 1998–2017 with a lack of warning systems according to WHO. Especially, flash floods have the potential to generate fatal damages due to their rapid evolution and the limited warnin...

Full description

Bibliographic Details
Main Authors: Do Ngoc Tuyen, Tran Manh Tuan, Le Hoang Son, Tran Thi Ngan, Nguyen Long Giang, Pham Huy Thong, Vu Van Hieu, Vassilis C. Gerogiannis, Dimitrios Tzimos, Andreas Kanavos
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Mathematics
Subjects:
deep learning
Particle Swarm Optimization (PSO)
UNET
satellite images
flash flood detection
semantic segmentation
Online Access:https://www.mdpi.com/2227-7390/9/22/2846

Internet

https://www.mdpi.com/2227-7390/9/22/2846

Similar Items