Content Based Color Image Classification using SVM.
Saurabh AgrawalNishchal K. VermaPrateek TamrakarPradip SircarPublished in: ITNG (2011)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- color images
- classification algorithm
- classification method
- feature vectors
- svm classification
- svm classifier
- machine learning
- improves the classification accuracy
- feature selection
- generalization ability
- classification accuracy
- pattern recognition
- decision boundary
- supervised learning
- decision trees
- high classification accuracy
- feature extraction
- multi class classification
- k nearest neighbor
- color information
- multiclass support vector machines
- knn
- support vector machine classifiers
- training data
- text classifiers
- multi class svm
- training set
- multiple kernel learning
- ensemble classifier
- multiclass classification
- training samples
- structured output
- kernel function
- classification performances
- image retrieval