A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation.
Tao XuCheng XinL. Rodney LongSameer K. AntaniZhiyun XueEdward KimXiaolei HuangPublished in: MLMI (2015)
Keyphrases
- image classification
- data sets
- image data
- multiscale
- single image
- input image
- pattern recognition
- classification accuracy
- image analysis
- image retrieval
- image pixels
- image feature extraction
- preprocessing stage
- training set
- image regions
- image segmentation
- machine learning
- edge detection
- image content
- segmentation method
- support vector machine svm
- image representation
- test images
- image features
- class specific
- berkeley segmentation dataset
- spatial information
- region of interest
- real world
- microscopy images
- support vector
- decision trees
- feature selection
- class labels
- high dimensional data
- segmentation algorithm
- visual features
- feature points
- input data
- support vector machine
- low level
- extracting features
- textural features
- training data
- feature extraction