Automatic identification is the research field and set of methodologies concerned with the automated recognition and differentiation of objects, individuals, or patterns without direct human intervention. This domain investigates the development and application of technologies including sensors, data capture systems, pattern recognition algorithms, and unique identifiers to enable efficient, accurate, and non-manual identification processes across various domains.