A pattern recognition apparatus comprising a binary conversion means for converting signals generated from a pattern such as a character or figure recorded on a given medium into binary values, a threshold level feature extracting means for segmenting the binary pattern values and extracting features of the segments, memory means for storing extracted pieces of information and arithmetic means inc