This book is a systematic account of the major topics in pattern recognition, based whenever possible on fundamental principles. The first edition was the first book to define the subject and is still used as a text. The second edition is carefully designed to be both a professional reference and a textbook with ample examples and problems and two color printing to present illustrations to best advantage. It will be accompanied by a solutions manual. The manuscript was reviewed at every step of the revision by experts in the field.