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The Motive of this book is to recognize the faces which are present in a 3D photo scan. In this book we have focused on various challenges in 3D face recognition such as large facial expressions, pose variations, missing parts of the face, and partial occlusions due to glasses, hair, and so on. An illustrative approach given in the book will be helpful to the students to begin their research work.