Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction.
Anderson Reis SoaresHugo N. BendiniDaiane V. VazTatiana D. T. UeharaAlana Kasahara NevesSarah LechlerThales Sehn KörtingLeila M. G. FonsecaPublished in: IGARSS (2020)
Keyphrases
- satellite images
- feature extraction
- remotely sensed imagery
- multispectral
- change detection
- remote sensing
- digital elevation models
- open source
- satellite imagery
- preprocessing
- face recognition
- high resolution
- dynamic time warping
- high resolution satellite images
- remotely sensed
- programming language
- image processing
- pattern recognition
- land cover
- non stationary
- google earth
- feature selection
- multivariate time series
- extracted features
- feature space
- remote sensing images
- feature vectors
- dimension reduction
- scripting language
- optical images
- principal component analysis
- remotely sensed images
- image segmentation
- wavelet transform
- image registration
- neural network