Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images.
Daniel Flores-AraizaFrancisco Lopez-TiroElias Villalvazo-AvilaJonathan El BezeJacques HubertGilberto Ochoa-RuizChristian DaulPublished in: CoRR (2022)
Keyphrases
- deep learning
- input image
- image features
- object recognition
- image classification
- segmentation algorithm
- image database
- image retrieval
- image processing
- test images
- lighting conditions
- multiple images
- object detectors
- training set
- weakly supervised
- decision trees
- region of interest
- spatial information
- feature selection
- mental models
- text classification
- partial occlusion
- image regions
- segmentation method
- unsupervised learning
- learning algorithm
- supervised learning
- multi class
- training data
- computer vision