Comparative Study of Handwritten Marathi Characters Recognition Based on KNN and SVM Classifier.
Parshuram M. KambleRavindra S. HegadiPublished in: RTIP2R (2016)
Keyphrases
- comparative study
- knn
- handwritten characters
- svm classifier
- support vector machine svm
- support vector machine
- k nearest neighbor
- character recognition
- nearest neighbor
- character segmentation
- handwritten text
- classification method
- k nearest neighbour
- distance function
- knn algorithm
- handwriting recognition
- classification algorithm
- word recognition
- text categorization
- handwritten words
- svm classification
- support vectors
- image classification
- multi class
- license plate
- support vector
- feature selection
- feature vectors
- hyperplane
- neural network
- similarity search
- training set
- data sets
- kernel function
- machine learning
- radial basis function
- k nearest
- feature extraction
- semi supervised
- document analysis
- text lines
- object recognition
- pattern recognition
- hand written
- similarity measure
- recognition rate
- optical character recognition
- input space
- writer independent