Title :
Real-time remote reporting of motion analysis with Wi-FLIP
Author :
Fernández-Berni, Jorge ; Carmona-Galán, Ricardo ; Rodríguez-Vázquez, Ángel
Author_Institution :
Inst. of Microelectron. of Seville, CNM, Seville, Spain
Abstract :
This paper describes a real-time application programmed into Wi-FLIP, a wireless smart camera resulting from the integration of FLIP-Q, a prototype mixed-signal focal-plane array processor, and Imote2, a commercial WSN platform. The application consists in scanning the whole scene by sequentially analyzing small regions. Within each region, motion is detected by background subtraction. Subsequently, information related to that motion - intensity and location - is radio-propagated in order to remotely account for it. By aggregating this information along time, a motion map of the scene is built. This map permits to visualize the different activity patterns taking place. It also provides an elaborated representation of the scene for further remote analysis, preventing raw images from being transmitted. In particular, the scene inspected in this demo corresponds to vehicular traffic in a motorway. The remote representation progressively built enables the assessment of the traffic density.
Keywords :
cameras; focal planes; image motion analysis; image representation; mixed analogue-digital integrated circuits; object detection; road vehicles; traffic engineering computing; wireless sensor networks; FLIP-Q; Imote2; Wi-FLIP; activity pattern visualization; background subtraction; commercial WSN platform; information aggregation; mixed-signal focal-plane array processor; motion analysis; motion detection; motion intensity; motion location; motorway vehicular traffic; radio-propagation; raw images; real-time application; real-time remote reporting; remote analysis; scene inspection; scene motion map; scene representation; scene scanning; sequential small region analysis; traffic density assessment; wireless sensor network; wireless smart camera; Arrays; Base stations; Image color analysis; Real-time systems; Smart cameras; Wireless communication; Wireless sensor networks;
Conference_Titel :
Cellular Nanoscale Networks and Their Applications (CNNA), 2012 13th International Workshop on
Conference_Location :
Turin
Print_ISBN :
978-1-4673-0287-6
DOI :
10.1109/CNNA.2012.6331470