template matching algorithms and their weaknesses

Question

I am looking for a good simple (not very mathematical) introduction to pattern matching algorithms in image processing, their differences and usage. I am also looking for the weaknesses of matching algorithms. Dissimilar things that matching algorithms mistakenly match; and similar things that they don't match (mistakenly). Thanks.

Answer 1

An Introduction to object recognition - Selected algorithms for a wide variety of applications, by: Marco Treiber 2010

This is a very good, current book in this field.