Systematic biases when using deep neural networks for annotating large catalogs of astronomical images.
Sanchari DharLior ShamirPublished in: Astron. Comput. (2022)
Keyphrases
- neural network
- image data
- image database
- image retrieval
- image features
- object recognition
- three dimensional
- input image
- ground truth
- image collections
- similarity measure
- multiple images
- rigid body
- image classification
- segmentation method
- feature points
- illumination conditions
- image analysis
- computer graphics
- artificial neural networks
- edge detection
- pattern recognition
- semantic annotation
- computer vision
- image pixels
- metadata
- image processing
- satellite images
- image annotation
- image set
- image understanding
- test images
- fully automatic
- image regions
- segmentation algorithm
- fuzzy logic