Deep-STaR: Classification of image time series based on spatio-temporal representations.
Mohamed ChelaliCamille KurtzAnne PuissantNicole VincentPublished in: Comput. Vis. Image Underst. (2021)
Keyphrases
- image classification
- spatio temporal
- input image
- image feature extraction
- image features
- single image
- multiscale
- pattern recognition
- image data
- high resolution
- image content
- support vector machine
- classification accuracy
- image analysis
- region of interest
- decision trees
- image retrieval
- class specific
- low level
- feature extraction
- image segmentation
- image representation
- spatial and temporal
- image matching
- edge detection
- extracting features
- textural features
- preprocessing stage
- image collections
- hyperspectral images
- test images
- feature selection
- image derivatives
- segmentation method
- segmentation algorithm
- unsupervised learning
- text classification
- feature vectors
- training set
- image regions
- symbolic representation
- multivariate time series
- feature space
- training data
- similarity measure
- image sequences
- image processing