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In this book we have presented Three biometrics such as Face, Fingerprints and Iris using Principle Component Analysis. This book will be useful for Researchers to start their research in Bio-metrics. This book uses PCA algorithm on standard input images which analyze result for face , Iris and fingerprint. This book motivate to beginners for Comparison,algorithm modification and its implementation.