• Attention-Feedback and Representations in OCR 

      Shiva Kumar, H R
      A Kannada OCR, named Lipi Gnani, has been designed and developed from scratch, with the motivation of it being able to convert printed text or poetry in Kannada script, without any restriction on vocabulary. The training ...
    • Devanagari Online Handwritten Character Recognition 

      Sharma, Anand
      In this thesis, a classifier based on local sub-unit level and global character level representations of a character, using stroke direction and order variations independent features, is developed for recognition of ...
    • Knowledge-driven training of deep models for better reconstruction and recognition 

      Pandey, Ram Krishna
      This thesis aims to efficiently solve many interesting and challenging problems by incorporating appropriate image processing techniques in a deep learning framework. We have proposed, implemented and tested efficient ...