Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes.
Jon DonnellyAlina Jade BarnettChaofan ChenPublished in: CVPR (2022)
Keyphrases
- image data
- input image
- multiscale
- image analysis
- deformable models
- image features
- image classification
- deformable template
- deformable surface
- single image
- edge detection
- image segmentation
- image pixels
- template matching
- image content
- image representation
- feature points
- image collections
- image retrieval
- image quality
- extracted features
- region of interest
- test images
- high resolution
- image regions
- training examples
- keypoints
- class labels
- training set
- low level
- pixel values
- feature space
- image database
- fusion method
- pixel classification
- similarity measure
- feature selection
- feature extractor
- pictorial structure