Title :
InfoScope: Smart telescope system using robust feature points matching under various sunshine conditions
Author :
Watanabe, Toshio ; Kobayashi, S. ; Koshizuka, N. ; Sakamura, K.
Author_Institution :
YRP Ubiquitous Networking Lab., Japan
Abstract :
In this paper, we propose a smart telescope system, which we call “InfoScope”. The system exploits feature points matching between a pre-registered photo and a live camera screenshot, in order to overlay the POI(Point of Interest) information onto the live camera view. Feature points matching is robust against rotation and scale changes. However, this method is prone to sunshine condition, which significantly affects ambient luminance, to be specific a photo taken in the morning does not match one taken in the evening. To solve this problem, we developed a feature point description database called Om-niReference. To absorb these effects, feature point descriptors from a photo and a photo taken in the evening are merged and stored in OmniReference. By utilizing OmniReference, POI can be successfully displayed on the live camera view accurately even under variable sunshine conditions. We have analyzed photos taken periodically during the daytime from three observation points. This method significantly improves the matching accuracy throughout the day.
Keywords :
augmented reality; brightness; feature extraction; image matching; image registration; natural scenes; sunlight; telescopes; video cameras; InfoScope; OmniReference; POI; ambient luminance; augmented reality; feature point description database; live camera screenshot; live camera view; natural feature point matching; point of interest; preregistered photo; robust feature point matching; smart telescope system; sunshine condition; Augmented reality; Cameras; Feature extraction; Lighting; Robustness; Telescopes; Augmented Reality; Image Matching; Natural Feature Point;
Conference_Titel :
Consumer Electronics (GCCE), 2013 IEEE 2nd Global Conference on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4799-0890-5
DOI :
10.1109/GCCE.2013.6664937