On visual vocabulary size in SVM classification.
Wei-Xue LiuHongxia CuiJian HouJianxin KangPublished in: ICIT (2016)
Keyphrases
- svm classification
- visual vocabulary
- visual words
- image classification
- support vector machine svm
- support vector machine
- bag of visual words
- kernel function
- bag of words
- classification accuracy
- image descriptors
- support vector
- bag of features
- multiclass classification
- co occurrence
- image segmentation
- information retrieval
- computer vision
- image collections
- classification method
- image representation
- machine learning
- feature set
- principal component analysis
- image data
- high dimensional
- pattern recognition