Rock classification in petrographic thin section images based on concatenated convolutional neural networks.
Cheng SuSheng-Jia XuKong-Yang ZhuXiao-Can ZhangPublished in: Earth Sci. Informatics (2020)
Keyphrases
- image classification
- image data
- convolutional neural networks
- input image
- three dimensional
- edge detection
- image database
- image features
- feature vectors
- decision trees
- pattern recognition
- convolutional network
- handwritten digits
- image collections
- test images
- classification method
- image analysis
- image registration
- thematic mapper
- preprocessing stage
- object recognition
- ground truth
- image retrieval
- text classification
- supervised learning
- image annotation
- machine learning
- color images
- feature set
- class labels
- support vector
- multiscale
- extracted features
- feature representation
- feature extraction
- classification accuracy
- feature selection