1.1 Machine Perception It is natural that we should seek to design and build machines that can recognize patterns. Pattern recognition - the act of taking in raw data and taking an action based on the “category” of the pattern - has been crucial for our survival, and over the past tens of millions of years we have evolved highly sophisticated neural and cognitive systems for such tasks. 3 3 3 11 11 11 12 12 12 12 13 13 13 14 14 15 15 16 16 16 17 17 17 17 19 19 22 2 CONTENTS Chapter 1 Introduction with which we recognize a face, understand spoken words, read handwritT hetenease characters, identify our car keys in our pocket by feel, and decide whether an apple is ripe by its smell belies the astoundingly complex processes that underlie these acts of pattern recognition. 1.3 The Sub-problems of Pattern Classification 1.3.1 Feature Extraction. Contents 1 Introduction 1.1 Machine Perception.
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