Face detection and recognition on mobile devices / Haowei Liu.

Format:

Book

Author/Creator:

Liu, Haowei, author.

Language:

English

Subjects (All):

Computer vision.

Mobile computing.

Physical Description:

1 online resource (45 p.)

Edition:

1st edition

Place of Publication:

Waltham, Massachusetts ; : Morgan Kaufmann, 2015.

Language Note:

English

System Details:

text file

Summary:

This hands-on guide gives an overview of computer vision and enables engineers to understand the implications and challenges behind mobile platform design choices. Using face-related algorithms as examples, the author surveys and illustrates how design choices and algorithms can be geared towards developing power-saving and efficient applications on resource constrained mobile platforms. Presents algorithms for face detection and recognitionExplains applications of facial technologies on mobile devicesIncludes an overview of other computer vision technologies

Contents:

Front Cover; Face Detection and Recognition on Mobile Devices; Copyright Page; Contents; Introduction to Computer Vision on Mobile Devices; What Is Computer Vision?; Introduction to the Field of Computer Vision; What Can Computer Vision Do for Us?; Why Mobile Platform?; What Do We Mean by "Mobile"?; Mobile Devices Markets; Applications or Apps on Mobile Devices; Combining Computer Vision with Mobile Computing; Difference with Conventional Computer Vision Applications; Challenges and Opportunities with "Going Mobile"; Potential Impacts of Mobile for Computer Vision; Summary

Face Technologies on Mobile DevicesAlgorithms for Face Detection; Overview of Face-Detection Algorithms; Viola-Jones Face-Detection Algorithms; Algorithms for Face Recognition; Overview of Face-Recognition Algorithms; Holistic Face-Recognition Algorithms-Eigenfaces and Fisherfaces; Feature-Based Face-Recognition Algorithms; Hybrid Face Recognition Algorithms; Face Technologies and Application on Mobile Platforms; Face Detection on Mobile Platforms; Face-Detection Applications on Mobile Platforms; Face Recognition and Verification on Mobile Platforms

Facial Feature Tracking on Mobile PlatformsThe Active Appearance Model; Optimizing the AAM for Mobile Platforms; Applications; Other Applications on Mobile Platforms; Summary; References

Notes:

Description based upon print version of record.

Includes bibliographical references.

Description based on online resource; title from PDF title page (ebrary, viewed December 09, 2014).

ISBN:

9780124171282

0124171281

OCLC:

897115853