A comparison of 1D and 2D LSTM architectures for the recognition of handwritten Arabic.
Mohammad Reza YousefiMohammad Reza SoheiliThomas M. BreuelDidier StrickerPublished in: DRR (2015)
Keyphrases
- handwriting recognition
- handwritten documents
- handwritten words
- character recognition
- handwritten characters
- numeral strings
- word recognition
- recognition accuracy
- unconstrained handwritten
- object recognition
- hand written
- recognition rate
- word spotting
- document analysis
- writer independent
- handwritten text
- document image analysis
- automatic recognition
- handwritten text recognition
- character segmentation
- visual recognition
- arabic handwriting recognition
- recognition algorithm
- handwritten word recognition
- feature extraction
- pattern recognition
- neural network
- arabic documents
- recurrent neural networks
- printed documents
- recognition process
- historical documents
- document images
- speech corpus
- writer identification
- dynamic time warping