Evaluating the Effectiveness of Machine Learning and Deep Learning Models Combined Time-Series Satellite Data for Multiple Crop Types Classification over a Large-Scale Region.
Xue WangJiahua ZhangLan XunJingwen WangZhenjiang WuMalak HenchiriShichao ZhangSha ZhangYun BaiShanshan YangShuaishuai LiXiang YuPublished in: Remote. Sens. (2022)
Keyphrases
- learning models
- machine learning
- machine learning algorithms
- classification models
- satellite data
- machine learning models
- learning tasks
- learning paradigms
- pattern recognition
- learning algorithm
- decision trees
- supervised learning
- semi supervised learning
- text classification
- feature selection
- remote sensing
- support vector machine
- learning problems
- supervised classification
- support vector
- conditional random fields
- data mining
- classification accuracy
- loss function
- hyperspectral
- unsupervised learning
- computer vision
- model selection
- text mining
- information extraction
- active learning
- feature vectors
- data analysis
- object recognition
- image segmentation