TY - GEN
T1 - DMap
T2 - 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014
AU - Pordel, Dana
AU - Petersson, Lars
AU - Kilby, Philip
PY - 2014/11/4
Y1 - 2014/11/4
N2 - Road assets including road signs and utility poles are among the objects that are closely monitored by government bodies and transportation authorities in many countries. This paper presents a new approach to collect and analyse the information needed for road asset management and other digital cartography applications. Instead of using dedicated surveying vehicles, skilled drivers and high quality sensors that are common for traditional data collection, it envisions an infra-structure in which the data collection is done through cheap sensors that mainstream consumer cars can host in the near future. In order to investigate the new design, a prototype sensor named dSensor has been developed, each to be mounted on public transport vehicles, to collect information from the road scene. Each dSensor has three cameras, wireless modem, Global Positioning Systems (GPS), accelerometer, gyroscope, magnetometer and a laptop. A collection of vehicles equipped with dSensors and a server constitute the distributed mapping system called dMap for road asset management. The dMap design supports many features of an ideal road asset find and replace management system and in comparison to similar solutions or concepts for road asset management, the dMap is cost effective with high quality information particularly on matters such as update rate.
AB - Road assets including road signs and utility poles are among the objects that are closely monitored by government bodies and transportation authorities in many countries. This paper presents a new approach to collect and analyse the information needed for road asset management and other digital cartography applications. Instead of using dedicated surveying vehicles, skilled drivers and high quality sensors that are common for traditional data collection, it envisions an infra-structure in which the data collection is done through cheap sensors that mainstream consumer cars can host in the near future. In order to investigate the new design, a prototype sensor named dSensor has been developed, each to be mounted on public transport vehicles, to collect information from the road scene. Each dSensor has three cameras, wireless modem, Global Positioning Systems (GPS), accelerometer, gyroscope, magnetometer and a laptop. A collection of vehicles equipped with dSensors and a server constitute the distributed mapping system called dMap for road asset management. The dMap design supports many features of an ideal road asset find and replace management system and in comparison to similar solutions or concepts for road asset management, the dMap is cost effective with high quality information particularly on matters such as update rate.
KW - Distributed cameras
KW - Object detection
KW - Road asset management
KW - Road sign detection
UR - http://www.scopus.com/inward/record.url?scp=84913594186&partnerID=8YFLogxK
U2 - 10.1145/2659021.2659053
DO - 10.1145/2659021.2659053
M3 - Conference contribution
T3 - Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014
BT - Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014
PB - Association for Computing Machinery
Y2 - 4 November 2014 through 7 November 2014
ER -