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Face detection and recognition on mobile devices /

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 de...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Liu, Haowei (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Waltham, MA : Morgan Kaufmann, [2015]
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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100 1 |a Liu, Haowei,  |e author. 
245 1 0 |a Face detection and recognition on mobile devices /  |c Haowei Liu. 
264 1 |a Waltham, MA :  |b Morgan Kaufmann,  |c [2015] 
264 4 |c ©2015 
300 |a 1 online resource (1 volume) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
588 0 |a Online resource; title from title page (Safari, viewed December 18, 2014). 
504 |a Includes bibliographical references. 
520 |a 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. --  |c Edited summary from book. 
505 0 |a 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. 
505 8 |a 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. 
505 8 |a Facial Feature Tracking on Mobile PlatformsThe Active Appearance Model; Optimizing the AAM for Mobile Platforms; Applications; Other Applications on Mobile Platforms; Summary; References. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Human face recognition (Computer science) 
650 0 |a Mobile computing. 
650 0 |a Computer vision. 
650 6 |a Reconnaissance faciale (Informatique) 
650 6 |a Informatique mobile. 
650 6 |a Vision par ordinateur. 
650 7 |a Computer vision  |2 fast 
650 7 |a Human face recognition (Computer science)  |2 fast 
650 7 |a Mobile computing  |2 fast 
776 0 8 |i Print version:  |a Liu, Haowei.  |t Facial detection and recognition on mobile devices.  |d Waltham, Massachusetts : Morgan Kaufmann, ©2015  |h 38 pages  |z 9780124170452 
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