Title :
Subsign detection with region-growing from contrasted seeds
Author :
Puthon, Anne-Sophie ; Moutarde, Fabien ; Nashashibi, Fawzi
Author_Institution :
Robot. Centre, Mines ParisTech, Paris, France
Abstract :
Speed limit determination systems for cars based on vision are more and more developed. Roadsign detection is nowadays a well managed problem. However, in some situations this information is not sufficient to know the speed limitation. Restrictions are sometimes applicable and specified by subsigns. These small rectangles often provide essential information about the applicability scope (vehicle type, condition, lane, etc.) of speed limits. We present an approach of subsign localization based on region growing with an initial step of seed selection using morphological reconstruction. A comparison is also performed with three other techniques based on edge, color and graph on two databases gathering French and German subsigns. The obtained subsign correct detection is above 65%.
Keywords :
automobiles; graph theory; image colour analysis; object detection; traffic engineering computing; visual databases; French subsigns; German subsigns; applicability scope; cars; color techniques; edge techniques; graph techniques; morphological reconstruction; region growing; road sign detection; seed selection; speed limit determination systems; subsign detection; subsign localization; vehicle type; Databases; Image color analysis; Image edge detection; Image reconstruction; Intelligent vehicles; Roads; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338826