Face Recognition Invariant to Illumination using Hybrid Techniques

ISBN-13: 9783659582110 / Angielski / Miękka / 2017 / 136 str.

U. K. Jaliya; J. M. Rathod

Opis

This book includes the survey of various pattern recognition techniques with their advantages and disadvantages. In this book authors have nicely explain preprocessing techniques to eliminate the illumination effect from the face images. Different feature extraction and classification techniques are described in the book. This book mainly focuses on the hybrid preprocessing techniques to eliminate the illumination effect from the human face images. The illumination is one of the challenging task which effects the performance of the system. The performance evaluation of hybrid processing techniques was evaluated on the standard human face databases. Authors have created their own human face database and applied different techniques on it.Book focuses various combinations of techniques to achieve higher recognition rate and lower error rate.

O autorze

Dr.Jaliya has completed his B.E, M.E, and Ph.D(Computer Engineering) in 2002, 2010, and 2016 respectively.He has 14 years teaching experience. His area of research is in Digital Image Processing, Distributed Systems, and parallel processing. He has published/presented around 30 research papers in various journals and in international conferences.