Title :
A prototype node for wireless vision sensor network applications development
Author :
Bakkali, M. ; Carmona-Galán, R. ; Rodriguez-Vazquez, A.
Author_Institution :
7a Planta Parque Tecnol. Isla de la Cartuja, Anafocus-Univ. de Sevilla, Sevilla, Spain
fDate :
Sept. 30 2010-Oct. 2 2010
Abstract :
This paper presents a prototype vision-enabled sensor node based on a commercial vision system of reduced size and power consumption. The wireless infrastructure for the deployment of a distributed smart camera network based on these nodes is provided by commercial motes. The smart camera, based on a low-power bio-inspired processing scheme, enables in-node image processing and vision tools. This permits to elaborate a lighter representation of the scene, keeping the relevant information in terms of detected elements, features and events, alleviating the data transmission through the network. Therefore by passing only the relevant information to the neighboring sensor nodes, distributed and collaborative vision is possible with the limited data rates available in commercial wireless sensor networks. Communication between the different components of the system is supported by the available UARTs and GPIOs. Several examples of in-node image processing and feature detection has been tested in the prototype, and information at different abstraction levels has been broadcasted to the network.
Keywords :
cameras; computer vision; feature extraction; wireless sensor networks; GPIO; UART; collaborative vision; commercial vision system; commercial wireless sensor networks; data transmission; detected elements; distributed smart camera network; feature detection; in-node image processing; low-power bioinspired processing scheme; neighboring sensor nodes; power consumption; prototype node; prototype vision-enabled sensor node; relevant information; vision tools; wireless infrastructure; wireless vision sensor network applications development; Machine vision; Prototypes; Smart cameras; Wireless communication; Wireless sensor networks; Zigbee; Smart Camera; Wireless Sensor Network (WSN); Wireless Vision Sensor Network (WVSN);
Conference_Titel :
I/V Communications and Mobile Network (ISVC), 2010 5th International Symposium on
Conference_Location :
Rabat
Print_ISBN :
978-1-4244-5996-4
DOI :
10.1109/ISVC.2010.5656420