A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images.
Xin ZhangLiangxiu HanYingying DongYue ShiWenjiang HuangLianghao HanPablo González-MorenoHuiqin MaHuichun YeTam SobeihPublished in: Remote. Sens. (2019)
Keyphrases
- hyperspectral
- satellite images
- deep learning
- hyperspectral images
- remote sensing
- image data
- high resolution
- target detection
- spectral bands
- hyperspectral data
- multispectral
- change detection
- high spatial resolution
- image analysis
- input image
- spatial resolution
- detection rate
- hyperspectral imagery
- image classification
- test images
- object recognition
- false alarms
- spectral resolution
- active learning
- infrared
- multiple objects
- image features
- object detection
- information content
- training data
- image retrieval
- multispectral images
- image registration
- segmentation algorithm
- segmentation method
- partial occlusion
- spatial information
- image processing
- computer vision
- machine learning