Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images.
Thales R. S. LopesGuilherme Freire RobertoCarlos SoaresThaína A. A. TostaAdriano Barbosa-SilvaAdriano M. LoyolaSérgio V. CardosoPaulo Rogério de FariaMarcelo Zanchetta do NascimentoLeandro Alves NevesPublished in: VISIGRAPP (2): VISAPP (2024)
Keyphrases
- fractal analysis
- image classification
- fractal dimension
- image data
- input image
- three dimensional
- image database
- pattern recognition
- ground truth
- image features
- image analysis
- image retrieval
- decision trees
- feature extraction
- classification accuracy
- image registration
- feature vectors
- feature points
- preprocessing stage
- support vector
- multidimensional signals
- segmentation method
- machine learning
- object recognition
- handwritten digits
- image regions
- skin lesion
- text classification
- pigmented skin lesions
- supervised learning
- fractal image encoding
- fractal dimensions
- image collections
- test images
- image matching
- microarray
- segmentation algorithm
- image compression
- support vector machine
- similarity measure
- image segmentation
- feature selection