Retrieval and classification of ultrasound images of ovarian cysts combining texture features and histogram moments.
Abu Sayeed Md. SohailMd Mahmudur RahmanPrabir BhattacharyaSrinivasan KrishnamurthySudhir P. MudurPublished in: ISBI (2010)
Keyphrases
- ultrasound images
- texture features
- feature vectors
- gray level
- color and texture features
- texture feature extraction
- feature extraction
- color features
- texture classification
- gray level co occurrence matrix
- texture analysis
- gabor filtering
- feature set
- speckle noise
- textural features
- classification accuracy
- gabor filters
- medical ultrasound
- texture images
- image features
- image retrieval
- rotation invariant
- ultrasound imaging
- feature selection
- multiscale
- local binary pattern
- shape features
- machine learning
- data sets
- distance measure
- edge detection
- image database
- feature space
- color histogram
- support vector
- image analysis