Digital image processing and machine vision have both grown considerably during the last few decades. Of the various techniques that have been so far developed, splines play a significant role in a number. This book, which will be essential reading for graduate researchers, deals with various image processing and machine vision problems efficiently with splines and includes: the significance of Bernstein Polynomial in splines, detailed coverage of beta-splines applications which are relatively new, splines in motion tracking, various deformative models and their uses. Finally the book covers wavelet splines which are efficient and effective in different image applications.