Open access peer-reviewed Edited Volume

Face Recognition

Semisupervised Classification, Subspace Projection and Evaluation Methods

Edited by S. Ramakrishnan

Dr. Mahalingam College of Engineering and Technology

Pattern recognition has gained significant attention due to the rapid explosion of internet- and mobile-based applications. Among the various pattern recognition applications, face recognition is always being the center of attraction. With so much of unlabeled face images being captured and made available on internet (particularly on social media), conventional supervised means of classifying face images become challenging. This clearly warrants for semi-supervised classification and subspace projection. Another important concern in face recognition system is the proper and stringent evaluation of its capability. This book is edited keeping all these factors in mind. This book is composed of five chapters covering introduction, overview, semi-supervised classification, subspace projection, and evaluation techniques.

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Face RecognitionSemisupervised Classification, Subspace Projection and Evaluation MethodsEdited by S. Ramakrishnan

Published: July 6th 2016

DOI: 10.5772/61471

ISBN: 978-953-51-2422-1

Print ISBN: 978-953-51-2421-4

Copyright year: 2016

Books open for chapter submissions

8824 Total Chapter Downloads

3 Crossref Citations

1 Web of Science Citations

7 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Introductory Chapter: Face Recognition - Overview, Dimensionality Reduction, and Evaluation Methods

By S. Ramakrishnan

913

Open access peer-reviewed

2. Face Recognition: Issues, Methods and Alternative Applications

By Waldemar Wójcik, Konrad Gromaszek and Muhtar Junisbekov

4662

Open access peer-reviewed

3. A Generally Semisupervised Dimensionality Reduction Method with Local and Global Regression Regularizations for Recognition

By Mingbo Zhao, Yuan Gao, Zhao Zhang and Bing Li

935

Open access peer-reviewed

4. Advances of Robust Subspace Face Recognition

By Yang-Ting Chou, Jar-Ferr Yang and Shih-Ming Huang

831

Open access peer-reviewed

5. Face Recognition: Demystification of Multifarious Aspect in Evaluation Metrics

By Mala Sundaram and Ambika Mani

1483

Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

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