This book is focused on online character recognition specially for Hindi Numerals.Shape and structure of Hindi Numerals must vary person to person, so it is very difficult to recognise the appropriate numerals. A Zernike Moment technique has been used in this book to identify such numerals having any kind of shape or size with any kind of variation. This is a challenging task for the researchers to enhance the work to make it more efficient.