Content-Based Classification and Segmentation of Mixed-Type Audio by Using MPEG-7 Features.
Ebru DoganMustafa SertAdnan YaziciPublished in: MMEDIA (2009)
Keyphrases
- multimedia
- features extraction
- classification accuracy
- feature extraction and classification
- feature extraction
- feature vectors
- feature space
- classification process
- feature set
- classification models
- class labels
- svm classifier
- classification method
- extracted features
- segmentation accuracy
- textural features
- discriminative classifiers
- multiple types
- pixel classification
- feature selection
- decision trees
- image classification
- image regions
- music genre classification
- machine learning
- multiscale
- support vector
- feature values
- level set
- object segmentation
- text classification
- gabor filters
- support vector machine svm
- benchmark datasets
- image features
- audio visual
- low level
- training data
- genre classification
- acoustic signals