Automated Handwritten Character Recognition using Deep Learning

  • M. HUMAYUN
  • R. SIDDIQUI
  • S. S. ZIA
  • M. NASEEM
  • I. MALA
  • A. NAZIM
Keywords: BLSTM, Hybrid, CNN, HWCR, Offline, Online RNN

Abstract

Computer recognize the human written character, words documents comes under the definition of Handwriting Recognition. It’s been and is still an area under research. It has gained prominence due to numerous applications. Like office automation, historic documents preservation, help for the blind etc. In this paper we provide in detail the existing study in Offline Handwritten Characters Recognition. The techniques used in this area of research. We provide a meticulous literature review on different techniques used in Offline Handwritten Character Recognition (HWCR) in different languages.

Published
2019-10-11