Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors
Arnold WiliemYongkang WongConrad SandersonPeter HobsonShaokang ChenBrian C. LovellPublished in: CoRR (2013)
Keyphrases
- microscopic images
- image classification
- feature vectors
- image features
- image database
- image retrieval
- input image
- feature representation
- statistical moments
- bag of words
- image data
- image analysis
- microscope images
- training set
- feature extraction
- human subjects
- test images
- spatial pyramid matching
- image registration
- three dimensional
- image collections
- image representation
- pigmented skin lesions
- keypoints
- vector quantization
- decision trees
- object recognition
- feature space
- support vector machine
- edge detection
- classification accuracy
- feature selection
- color and texture features
- highly discriminative
- microscopy images
- visual appearance
- feature descriptors
- bag of features
- texture descriptors
- color features
- text classification
- feature points
- visual words
- million images
- histogram of oriented gradients
- image content
- cell segmentation
- multiscale
- image annotation