Face Detection and Recognition on Mobile Devices / Haowei Liu.

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Bibliographic Details
Main Author: Liu, Haowei (Author)
Format: eBook
Language:English
Published: Waltham, MA : Morgan Kaufmann, an imprint of Elsevier Ltd., 2014.
Subjects:
Online Access:Click for online access

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245 1 0 |a Face Detection and Recognition on Mobile Devices /  |c Haowei Liu. 
264 1 |a Waltham, MA :  |b Morgan Kaufmann, an imprint of Elsevier Ltd.,  |c 2014. 
264 4 |c ©2015 
300 |a 1 online resource 
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588 0 |a Vendor-supplied metadata. 
520 8 |a Annotation  |b Haowei Liu describes the latest developments in mobile computer vision, including design choices and methodologies for adapting computer vision algorithms to mobile hardware and software. He 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. 
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 -- Face Technologies on Mobile Devices -- Algorithms 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 Platforms -- The Active Appearance Model -- Optimizing the AAM for Mobile Platforms -- Applications -- Other Applications on Mobile Platforms -- Summary -- References. 
650 0 |a Human face recognition (Computer science) 
650 0 |a Computer vision. 
650 0 |a Mobile computing. 
650 7 |a COMPUTERS  |x General.  |2 bisacsh 
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 Face detection and recognition on mobile devices.  |d Amsterdam : Morgan Kaufmann, 2014  |z 9780124170452  |w (OCoLC)894277479 
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