Embedded Computer Vision

摘要: Embedded Computer Vision, exemplified by the migration from powerful workstations to embedded processors in computer vision applications, is a new and emerging field that enables an associated shift application development implementation. This comprehensive volume brings together wealth of experiences leading researchers vision, both academic industrial research centers, covers broad range challenges trade-offs brought about this paradigm shift. Part I provides exposition basic issues applications area necessary for understanding present future work. II offers chapters based on most recent results. Finally, last part looks ahead, providing sense what major could be expected near future, describing mobile environments, video analytics, automotive safety applications. Features: Discusses latest state-of-the-art techniques Presents thorough introductory section hardware architectures, design methodologies, analytics aid readers through following Offers emphasis tackling important problems society, safety, security, health, mobility, connectivity, energy efficiency evaluation required cost-effective systems successful products Explores advantages various high-level software frameworks algorithmic alternatives Examines implementation fixed-point processors, presented example insights leaders will book welcome collection stand-alone articles, ideal researchers, practitioners, graduate students. It historical perspective, results, developments vision. Supplementary material can found at http://www.embeddedvisioncentral.com.