An algorithm for cancer nest feature extraction from pathological images.
Tomoyuki HiroyasuHiroaki YamaguchiSosuke FujitaMitsunori MikiMasato YoshimiMaki OguraManabu FukumotoPublished in: EMBC (2011)
Keyphrases
- feature extraction
- image processing algorithms
- segmentation algorithm
- image data
- learning algorithm
- recognition algorithm
- three dimensional
- detection algorithm
- similarity measure
- preprocessing stage
- ground truth
- image matching
- segmentation method
- digitized images
- keypoints
- test images
- extracted features
- synthetic and real images
- thresholding algorithm
- computational complexity
- image classification
- image analysis
- multiscale
- optimal solution
- preprocessing
- principal components
- region of interest
- image database
- image set
- frequency domain
- gabor filters
- feature vectors
- image retrieval
- gaussian noise
- matching algorithm
- input data
- image restoration