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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Waltham, MA :
Morgan Kaufmann,
[2015]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 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.