Incorporating Prior Scientific Knowledge Into Deep Learning for Precipitation Nowcasting on Radar Images.
Pattarapong DanpoonkijNutnaree KleawsirikulPatamawadee LeepaisomboonNatnapat GaviphattHidetomo SakainoPeerapon VateekulPublished in: JCSSE (2021)
Keyphrases
- deep learning
- radar images
- scientific knowledge
- unsupervised learning
- satellite images
- automatic target recognition
- qualitative and quantitative
- machine learning
- imaging process
- mental models
- science education
- target detection
- design science
- science learning
- change detection
- infrared
- pattern recognition
- weakly supervised
- graph cuts
- image data
- multiplicative noise
- information systems