Classification of igneous rocks from petrographic thin section images using convolutional neural network.
Wanhyuk SeoYejin KimHo SimYungoo SongTae-Sub YunPublished in: Earth Sci. Informatics (2022)
Keyphrases
- convolutional neural network
- image classification
- image analysis
- image database
- image data
- image features
- machine learning
- test images
- pattern recognition
- correct classification rate
- ground truth
- extracted features
- preprocessing stage
- input image
- region of interest
- classification method
- segmentation method
- face detection
- decision trees
- edge detection
- extracting features
- feature extraction
- classification accuracy
- neural network
- thematic mapper
- handwritten digits
- pigmented skin lesions
- feature representation
- gabor filters
- support vector machine
- image retrieval
- lighting conditions
- feature selection
- three dimensional
- image registration
- similarity measure
- color images
- object recognition