Multimodal Deep Learning for Rice Yield Prediction Using UAV-Based Multispectral Imagery and Weather Data.
Md. Suruj MiaRyoya TanabeLuthfan Nur HabibiNaoyuki HashimotoKoki HommaMasayasu MakiTsutomu MatsuiTakashi S. T. TanakaPublished in: Remote. Sens. (2023)
Keyphrases
- multispectral
- deep learning
- weather data
- weather prediction
- meteorological data
- remote sensing
- image data
- remote sensing data
- multispectral images
- remote sensing images
- hyperspectral data
- satellite images
- spatial resolution
- unsupervised feature learning
- unsupervised learning
- hyperspectral
- image analysis
- machine learning
- high resolution
- multi band
- hyperspectral imagery
- multispectral satellite images
- mental models
- weakly supervised
- land cover
- image processing
- computer vision
- spectral characteristics
- change detection
- object detection
- hyperspectral images
- neural network
- multiscale
- high quality
- training data