Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology.
Sarah AlhammadKun ZhaoAnthony JenningsPeter HobsonDaniel F. SmithBrett BakerJustin StawenoBrian C. LovellPublished in: DICTA (2021)
Keyphrases
- image classification
- input image
- ground truth
- image database
- object recognition
- three dimensional
- image analysis
- classification accuracy
- image data
- feature extraction
- image registration
- image features
- pattern recognition
- feature vectors
- edge detection
- decision trees
- image collections
- multiscale
- image retrieval
- correct classification rate
- preprocessing stage
- handwritten digits
- rigid body
- extracted features
- satellite images
- machine learning
- test images
- image regions
- feature points
- similarity measure
- support vector machine
- segmentation method
- cluster analysis
- class labels
- gabor filters
- text classification
- training data
- extracting features
- training set
- thematic mapper