Study and improvement of accuracy in the handwritten Indian script recognition problem

Widely used Indian scripts

Used texture and frequency-based features along with CNN. Performed classifier combination to achieve high accuracy in the script identification task.
Papers published:
[1] Mukhopadhyay, Anirban, et al. “A study of different classifier combination approaches for handwritten Indic Script Recognition.” Journal of Imaging (2018): 39.
[2] Mukhopadhyay, Anirban, et al. “Handwritten Indic script recognition based on the Dempster–Shafer theory of evidence.” Journal of Intelligent Systems 29.1 (2020): 264-282.