Classification with CNN features and SVM on Embedded DSP Core for Colorectal Magnified NBI Endoscopic Video Image.
Masayuki OdagawaTakumi OkamotoTetsushi KoideToru TamakiShigeto YoshidaHiroshi MienoShinji TanakaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2022)
Keyphrases
- image features
- svm classifier
- feature vectors
- image classification
- support vector machine svm
- extracted features
- classification method
- textural features
- svm classification
- support vector
- feature values
- feature space
- classification accuracy
- support vector machine
- feature extraction
- feature set
- single feature
- endoscopic images
- input image
- classification algorithm
- image data
- endoscopic video
- feature selection
- image analysis
- pattern recognition
- region of interest
- image segmentation
- training set
- feature subset
- segmentation algorithm
- signal processing
- similarity measure
- convolutional neural network
- gray level
- knn
- image sequences