Title :
Multiple Luminaire Identification in Airborne Images of Airport´s Approach Lighting Using Mathematical Morphology With Variable Length Structuring Element
Author :
Chowdhury, Shyama Prosad ; Rafferty, Karen ; Ferguson, Stuart
Author_Institution :
Sch. of Electron., Electr. Eng. & Comput. Sci., Queen´´s Univ. Belfast, Belfast, UK
Abstract :
In night aviation, to land an aircraft, a pilot needs to be able to identify an airport. The approach lighting system (ALS) at an airport is used to provide identification and guidance to pilots. ALS consists of more than 100 luminaires which are installed in a defined pattern following strict guidelines by the International Civil Aviation Organization (ICAO). ICAO also has strict regulations for maintaining the performance level of the luminaires. However, to date there is no automated technique by which to monitor the performance of the lighting. We suggest using images of the lighting pattern captured using a camera placed inside an aircraft. Based on the information contained within these images, the performance of the luminaires has to be evaluated which requires identification of over 100 luminaires within the pattern of ALS image. This research proposes analysis of the pattern using morphology filters which use a variable length structuring element (VLSE). The dimension of the VLSE changes continuously within an image and varies for different images. A novel technique for automatic determination of the VLSE is proposed and it allows successful identification of the luminaires from the image data as verified through the use of simulated and real data.
Keywords :
aircraft landing guidance; airports; cameras; computerised monitoring; filtering theory; image processing; lighting; mathematical morphology; night vision; ALS image patterns; ICAO; International Civil Aviation Organization; airborne images; aircraft landing; airport approach lighting system; automatic VLSE determination; cameras; lighting performance monitoring; luminaire performance level maintenance; mathematical morphology; morphology filters; multiple luminaire identification; night aviation; variable length structuring element; Aircraft; Airports; Cameras; DH-HEMTs; Lighting; Mathematical model; Morphology; Approach lighting system; block wise image analysis; composite structure construction; inter luminaire distance approximation; pattern analysis; tracking of luminaires;
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2012.2214763