Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding.
Yu-Ying LiuMei ChenHiroshi IshikawaGadi WollsteinJoel S. SchumanJames M. RehgPublished in: Medical Image Anal. (2011)
Keyphrases
- oct images
- local binary pattern
- texture information
- multiscale
- texture classification
- optical coherence tomography
- texture features
- texture analysis
- face recognition
- texture descriptors
- image representation
- shape features
- texture images
- feature extraction
- automated segmentation
- spatial information
- image classification
- face detection
- feature descriptors
- imaging modalities
- image descriptors
- scale space
- image processing
- visual words
- shape analysis
- background subtraction
- natural images
- shape matching
- bag of words
- matching algorithm
- gray level
- multiresolution
- image segmentation