1. A method of text character identification, utilized to identify text characters in a binary image, comprising: acquiring a plurality of connected components (CCs) in a binary image, each CC having a pattern property value; determining at least one property limit based on the pattern property values; generating a filtering rule according to the property limit; and determining whether each of the CCs is a text character according to the filtering rule.