A novel approach to recognition of Alzheimer's and Parkinson's diseases: random subspace ensemble classifier based on deep hybrid features with a super-resolution image.
Adi AlhudhaifPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- super resolution
- high resolution
- low resolution images
- single image
- low resolution
- image features
- super resolution reconstruction
- multi frame
- feature extraction
- test images
- motion estimation
- input image
- multiscale
- image reconstruction
- image representation
- random forest
- ensemble methods
- image segmentation
- class specific
- depth map
- feature space
- image classification
- feature set
- object recognition
- image processing
- machine learning
- ensemble learning
- image patches
- benchmark datasets
- high quality
- recognition rate