Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection.
Chia-Yu HsuWenwen LiPublished in: Int. J. Geogr. Inf. Sci. (2023)
Keyphrases
- feature detection
- saliency map
- learning process
- visual attention
- scale space
- detection algorithm
- visual saliency detection
- detection method
- visual saliency
- object recognition
- human visual system
- preprocessing
- feature detectors
- keypoints
- image features
- image analysis
- natural images
- active learning
- input image
- natural scenes
- salient regions
- visual features
- low level features
- video frames
- high quality
- denoising
- e learning
- eye tracking
- high level
- feature selection
- image quality
- salient points