Script Identification for Printed and Handwritten Indian Documents: An Empirical Study of Different Feature Classifier Combinations.
Rajneesh RaniRenu DhirDeepti KakkarNonita SharmaPublished in: Int. J. Image Graph. (2022)
Keyphrases
- word spotting
- digital documents
- music scores
- feature set
- document analysis
- text classifiers
- scanned images
- information retrieval
- optical character recognition
- web documents
- mathematical expressions
- input features
- handwritten documents
- document collections
- classification algorithm
- selection criterion
- text line segmentation
- information retrieval systems
- historical documents
- selection scheme
- classify documents
- improve the recognition accuracy
- document classification
- character recognition
- feature subset
- metadata
- training data
- support vector
- text categorization
- text documents
- learning algorithm
- feature selection
- printed text
- handwritten text
- training documents
- image features
- text classification
- document retrieval
- keywords
- relevant documents
- classification method
- multimedia documents
- binary features
- feature maps
- feature values
- training set
- xml documents
- class labels
- scanned documents
- retrieval systems
- weak classifiers
- feature extraction
- decision trees
- document representation
- feature vectors