Using a novel XAI algorithm for Data Augmentation in image classification problems.
Tonantzin Marcayda Guerrero VelázquezJuan Humberto Sossa AzuelaPublished in: Int. J. Comb. Optim. Probl. Informatics (2023)
Keyphrases
- input data
- image data
- noisy data
- prior information
- segmentation method
- extracted features
- image matching
- segmentation algorithm
- region of interest
- geometrical information
- energy function
- data sets
- test images
- training data
- image features
- similarity measure
- optimal solution
- image set
- distance transform
- estimation algorithm
- image processing algorithms
- detection algorithm
- sample set
- hough transform
- preprocessing
- computational complexity
- data structure
- multiscale
- high dimensional data
- matching algorithm
- single image
- image representation
- input image
- probabilistic model
- k means
- high dimensional
- association rules
- gray value
- gradient information
- learning algorithm