ML4WX

Extremes & hazards

Tropical cyclone detection by combining wavelet transform with deep learning using infrared satellite images

Changjiang Zhang, Liu Zhang, Leiming Ma, Xiaoqin Lu

International Journal of Remote Sensing · · China Meteorological Administration (CMA)

Paper

In one sentence. WEY-TCNet combines wavelet fusion and YOLOX with channel attention to detect tropical cyclones in Fengyun-2D infrared images, reaching 91.5% mAP versus 86.7% baseline.

Labels

Topic
Extremes & hazards, Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Satellite
Status
Research
Identifiers
DOI:10.1080/01431161.2023.2235641 OpenAlex:W4385344390
Added
2026-10-22

Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.