A database of unconstrained Vietnamese online handwriting and recognition experiments by recurrent neural networks

作者:

Highlights:

• A Vietnamese Online Handwriting Database is made and analyzed.

• Vietnamese online handwritten text poses a challenge due to many delayed strokes.

• Long Short-Term Memory neural networks is effective to process delayed strokes.

摘要

•A Vietnamese Online Handwriting Database is made and analyzed.•Vietnamese online handwritten text poses a challenge due to many delayed strokes.•Long Short-Term Memory neural networks is effective to process delayed strokes.

论文关键词:Vietnamese online handwriting,Database,Handwriting recognition,Recurrent neural network,Long short term memory

论文评审过程:Received 12 February 2017, Revised 10 January 2018, Accepted 14 January 2018, Available online 2 February 2018, Version of Record 8 February 2018.

论文官网地址:https://doi.org/10.1016/j.patcog.2018.01.013