You might also like

More about Compressive Classification for Face Recognition

• Book details
• Synopsis
• Trending among others

You get 145 loyalty points

Book synopsis

The problem of face recognition has been studied widely in the past two decades. Even though considerable progress has been made, e.g. in achieving better recognition rates, handling difficult environmental conditions etc., there has not been any widespread implementation of this technology. Most probably, the reason lies in not giving adequate consideration to practical problems such as communication costs and computational overhead. The book addresses the practical face recognition problem e.g. a scenario that may arise in client recognition in Automated Teller Machines or employee authentication in large offices. Such scenarios can not be handled by traditional machine learning methods. This book will develop novel methods to solve this problem from a completely new perspective. It proposes employing random projections for dimensionality reduction. Such dimensionality reduction demands new classification methods which is the main interest of this book.

Book details

• Full title: Compressive Classification for Face Recognition
• Subtitle: A New Approach
• Author: Angshul Majumdar
• Language: English
• Binding: Paperback
• Number of pages: 132
• EAN: 9783639195385
• ID: 06827615
• Publisher: VDM Verlag Dr. Müller
• Weight: 213 g
• Dimensions: 220 × 150 × 8 mm
• Published: 2009

Trending among others

---

---

---