Onboard machine learning classification of images by a cubesat in Earth orbit.
David R. ThompsonAlphan AltinokBenjamin J. BornsteinSteve A. ChienJoshua DoubledayJohn BellardoKiri L. WagstaffPublished in: AI Matters (2015)
Keyphrases
- machine learning
- image classification
- pattern recognition
- machine learning methods
- image database
- supervised machine learning
- input image
- decision trees
- text classification
- ground truth
- image analysis
- three dimensional
- machine learning algorithms
- feature selection
- image data
- image retrieval
- machine learning approaches
- edge detection
- supervised learning
- image features
- image registration
- support vector
- support vector machine
- test images
- object recognition
- image collections
- skin lesion
- hyperspectral images
- thematic mapper
- gabor filters
- active learning
- class labels
- image matching
- region of interest
- segmentation method
- extracted features
- supervised classification
- segmentation algorithm
- model selection
- handwritten digits
- data mining
- training set
- preprocessing stage
- classification accuracy
- pigmented skin lesions