Multi-camera vision for smart environments
نویسنده
چکیده
On September 21, 2010, the author successfully defended her Ph.D. thesis entitled Multi-Camera Vision for Smart Environments at Stanford University.
منابع مشابه
Towards Pervasive Smart Camera Networks
Smart camera networks are real-time distributed embedded systems that perform computer vision using multiple cameras. This new approach has emerged thanks to a confluence of simultaneous advances in four key disciplines: computer vision, image sensors, embedded computing, and sensor networks. In this chapter, we briefly review and classify smart camera platforms and networks into single smart c...
متن کاملSmart Cameras as Embedded Systems
A "smart camera" is basically a video camera coupled to a computer vision system in a tiny package. This communication begins stating the main differences between smart cameras and standard smart vision systems. A smart camera architecture is described whereby a combination of an on-board microprocessor and PLD’s allow for the embedding of image processing algorithms in the camera. A static thr...
متن کاملDecentralized Object Tracking in a Network of Embedded Smart Cameras
There is currently a strong trend towards the deployment of advanced computer vision methods on embedded systems. This deployment is very challenging since embedded platforms often provide limited resources such as computing performance, memory and power. In this paper we present a decentralized solution for tracking objects across multiple embedded smart cameras. Smart cameras combine video se...
متن کاملA Survey of Distributed Computer Vision Algorithms
Recent years have seen great advances in computer vision research dealing with large numbers of cameras. However, many multi-camera computer vision algorithms assume that the information from all cameras is losslessly communicated to a central processor that solves the problem. This assumption is unrealistic for emerging wireless camera networks, which may contain processors with limited capabi...
متن کاملApplication-Driven Design of Smart Camera Networks
System design aspects must be considered to effectively map an application onto the constraints of a smart camera network. Therefore, we propose an application-driven design methodology that enables the determination of an output set of operation parameters given an input set of application requirements. We illustrate this approach utilizing distributed, sequential Bayesian estimation for sever...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- JAISE
دوره 3 شماره
صفحات -
تاریخ انتشار 2011