Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra.
Rakesh Nath-RangaOlivier AbsilValentin ChristiaensEmily O. GarvinPublished in: CoRR (2024)
Keyphrases
- deep learning
- cross correlation
- high contrast
- machine learning
- low contrast
- frequency domain
- unsupervised learning
- unsupervised feature learning
- template matching
- mutual information
- weakly supervised
- raman spectra
- deep architectures
- data mining
- object detection
- deep belief networks
- pattern recognition
- infrared
- feature selection
- mental models
- reinforcement learning
- computer vision
- high quality
- superpixels
- decision trees
- high resolution
- multiscale
- text classification
- natural language processing
- information extraction
- active learning