Face Detection and Recognition: Theory and Practice

⌐ Download Format Kindle [ 數 Face Detection and Recognition: Theory and Practice ] For Free ͜ Kindle Author Asit Kumar Datta ᠇ ⌐ Download Format Kindle [ 數 Face Detection and Recognition: Theory and Practice ] For Free ͜ Kindle Author Asit Kumar Datta ᠇ Face detection and recognition are the nonintrusive biometrics of choice in many security applications Examples of their use include border control, driver s license issuance, law enforcement investigations, and physical access control Face Detection and Recognition Theory and Practice elaborates on and explains the theory and practice of face detection and recognition systems currently in vogue The book begins with an introduction to the state of the art, offering a general review of the available methods and an indication of future research using cognitive neurophysiology The text then Explores subspace methods for dimensionality reduction in face image processing, statistical methods applied to face detection, and intelligent face detection methods dominated by the use of artificial neural networks Covers face detection with colour and infrared face images, face detection in real time, face detection and recognition using set estimation theory, face recognition using evolutionary algorithms, and face recognition in frequency domain Discusses methods for the localization of face landmarks helpful in face recognition, methods of generating synthetic face images using set estimation theory, and databases of face images available for testing and training systems Features pictorial descriptions of every algorithm as well as downloadable source code in MATLAB PYTHON and hardware implementation strategies with code examples Demonstrates how frequency domain correlation techniques can be used supplying exhaustive test results Face Detection and Recognition Theory and Practice provides students, researchers, and practitioners with a single source for cutting edge information on the major approaches, algorithms, and technologies used in automated face detection and recognition.Asit Kumar Datta is a former professor of the University of Calcutta CU , Kolkata, India, where he served in the Department of Applied Physics and the Department of Applied Optics and Photonics He holds an M.Tech and Ph.D from the same university Dr Datta spent 19 years as a professor and a total of 40 years of teaching and research at the post graduate level at CU In addition, he served for 8 years as a principal scientist principal scientific officer of a CU research center in optical electronics Widely published in international journals and conference proceedings, Dr Datta has guided 14 scholars toward their Ph.Ds and has published nearly 125 papers He has contributed significantly in the areas of photonic computation, photonic and electronic instrumentation, optical communications, and pattern recognition He represented India at the International Commission on Optics and the International Commission on Illumination Madhura Datta is the assistant director of the University Grants Commission Human Resources Development Center, University of Calcutta, Kolkata, India She holds an M.Sc in computer and information science, and an M.Tech and Ph.D in computer science and engineering from the University of Calcutta Her primary areas of research are face detection and recognition Her work has been featured in various technical publications and conference proceedings, including the Journal of Pattern Recognition Research, Computer Vision and Image Understanding, International Journal of Pattern Recognition and Artificial Intelligence, International Conference on Pattern Recognition and Machine Intelligence, and IEEE International Conference on Intelligent Human Computer Interaction.Pradipta Kumar Banerjee is an associate professor in the Department of Electrical Engineering of the Future Institute of Engineering and Management, Kolkata, India He holds a B.Sc, B.Tech, M.Tech, and Ph.D from the University of Calcutta, Kolkata, India His research interests include computer vision, image processing, frequency domain pattern recognition, biometrics, object detection, recognition, and tracking He has been published in numerous technical journals, book chapters, and conference proceedings, such as Optics Laser Technology, Optik International Journal for Light and Electron Optics, Pattern Recognition Letters, Lecture Notes in Computer Science, 8th International Conference on Advances in Pattern Recognition, IEEE International Conference on Signal and Image Processing, IEEE Conference on Recent Advances in Intelligent Computational Systems, and many . Face Detection and Recognition: Theory and Practice

    • Format Kindle
    • 1482226545
    • Face Detection and Recognition: Theory and Practice
    • Asit Kumar Datta
    • Anglais
    • 25 December 2016

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