Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks.
Rafael H. de O. CarvalhoAdriano Barbosa-SilvaAlessandro Santana MartinsSérgio V. CardosoGuilherme Freire RobertoPaulo Rogério de FariaAdriano M. LoyolaThaína A. A. TostaLeandro Alves NevesMarcelo Zanchetta do NascimentoPublished in: VISIGRAPP (3): VISAPP (2024)
Keyphrases
- image classification
- fractal analysis
- feature representation
- dissimilarity representation
- fractal dimension
- three dimensional
- convolutional neural networks
- object recognition
- image data
- image retrieval
- image database
- image features
- input image
- image analysis
- feature vectors
- image collections
- feature extraction
- image set
- image representation
- pattern recognition
- classification accuracy
- image registration
- hyperspectral images
- convolutional network
- feature points
- visual features
- test images
- pigmented skin lesions
- segmentation algorithm
- set of training images
- support vector
- thematic mapper
- text classification
- fractal dimensions
- spatially localized
- feature space
- feature set
- preprocessing stage
- automatically detected
- bag of features
- training set
- feature descriptors