Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative.
Mingxi LeiBino A. VargheseDarryl HwangSteven Y. CenXiaomeng LeiAfshin AzadikhahDesai BhushanAssad A. OberaiVinay A. DuddalwarPublished in: CoRR (2020)
Keyphrases
- image features
- low level
- extracted features
- image data
- extracting features
- image regions
- original images
- input image
- matching process
- grey level
- individual features
- image classification
- image similarity
- image pixels
- spatial information
- image content
- test images
- feature values
- image representation
- single image
- color features
- multiscale
- image set
- spatial distribution
- feature representation
- geometric constraints
- invariant features
- pixel values
- global features
- keypoints
- image retrieval
- image analysis
- spatial relationships
- image description
- salient features
- feature matching
- high resolution
- textural features
- image statistics
- image collections
- image processing
- feature set
- edge detection
- feature vectors
- feature space
- feature detection
- target object
- feature descriptors
- region of interest
- object recognition
- feature extraction
- image segmentation