Face Detection and Recognition on Mobile Devices

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9780124170452: Face Detection and Recognition on Mobile Devices

Computer Vision on Mobile Devices describes the latest developments in mobile computer vision, including design choices and methodologies for adapting computer vision algorithms to mobile hardware and software. It explains the challenges of mobile devices, such as power consumption, limited memory/storage, and low networking bandwidth, showing how they differ from PC platforms, and suggests techniques and applications that mitigate them. Learn how to leverage emerging applications of computer vision to provide innovative and rich interactive experiences for users of mobile devices. The book covers the key issues of computer vision: object recognition, face detection, gesture recognition, and 3D object reconstruction, using example applications to illustrate the mobile device challenges of each. It surveys the landscape of platforms, software, and processors and how they impact mobile application decisions, and describes how other sensors built into mobile devices, such as accelerometers, can be useful in tackling computer vision problems. As a member of Intel's perceptual computing group, the author also offers guidance on the CV roadmap that Intel has outlined for the post-PC era. * Bridges the gap from PC to mobile computer vision algorithms and architectures* Explains the implications and challenges of mobile device design choices* Surveys the hardware / software landscape and how to navigate mobile device limitations * Includes many examples and working code illustrating potential applications

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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.

About the Author:

Haowei Liu is a software engineer in the Perceptual Computing Group at Intel. Previously he was with the exploratory computer vision group at IBM's TJ Watson Center, where he built computer vision algorithms into products (the IBM S3 system). He has published papers in conferences, journals, book volumes, and tech reports, has been a presenter and session chair/committee member for various conferences, and has served as an associate editor for journals in the computer vision field.

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Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. 231 x 152 mm. Language: English . Brand New Book. 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 recognition* Explains applications of facial technologies on mobile devices* Includes an overview of other computer vision technologies. Bookseller Inventory # LIB9780124170452

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Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. 231 x 152 mm. Language: English . Brand New Book. 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 recognition* Explains applications of facial technologies on mobile devices* Includes an overview of other computer vision technologies. Bookseller Inventory # LIB9780124170452

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Book Description Oxford Elsevier LTD Jan 2015, 2015. Taschenbuch. Book Condition: Neu. 228x151x7 mm. Neuware - 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. 456 pp. Englisch. Bookseller Inventory # 9780124170452

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Book Description Oxford Elsevier LTD Jan 2015, 2015. Taschenbuch. Book Condition: Neu. 228x151x7 mm. Neuware - 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. 456 pp. Englisch. Bookseller Inventory # 9780124170452

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