SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials.
Cosimo IeracitanoAnnunziata PaviglianitiNadia MammoneMario VersaciEros PaseroFrancesco Carlo MorabitoPublished in: IIH-MSP (1) (2017)
Keyphrases
- convolutional neural network
- image classification
- edge detection
- image data
- three dimensional
- image database
- input image
- image retrieval
- ground truth
- correct classification rate
- image annotation
- image registration
- image features
- image analysis
- classification accuracy
- feature set
- support vector machine
- test images
- object recognition
- image collections
- extracted features
- feature extraction
- classification method
- machine learning
- linearly combined
- supervised learning
- feature vectors
- pattern recognition
- support vector
- decision trees
- image processing
- text classification
- class labels
- segmentation method
- image regions
- multi class
- noise reduction
- similarity measure
- handwritten digits
- feature selection