Liu, Haowei creator author. text bibliography Electronic books. Electronic books. mau 2015 monographic eng

electronic resource

1 online resource (1 volume) : illustrations 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. Topics include: algorithms for face detection and recognition; applications of facial technologies on mobile devices; an overview of other computer vision technologies. -- 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. Haowei Liu. Includes bibliographical references. Human face recognition (Computer science) Mobile computing Computer vision Computer vision Human face recognition (Computer science) Mobile computing TA1650 006.3/7 Liu, Haowei. Waltham, Massachusetts : Morgan Kaufmann, �2015 38 pages 9780124171282 0124171281 0124170455 9780124170452 http://www.sciencedirect.com/science/book/9780124170452 http://www.sciencedirect.com/science/book/9780124170452 UMI 150106 20190328114810.0 ocn899245802 eng