Neural network approach for Indian currency recognition

It is very difficult to count currency notes of different denominations in a bundle. We propose a system which can be implemented in paper currency counting machines to count Indian currency notes of different denominations efficiently and accurately. The system takes an image of standard orientation in upright position of Indian currency notes and detects its denomination accordingly. It makes use of image processing technique and artificial neural networks.