Title :
Architecture of image feature DB storage for mobile visual localization
Author :
Donghyun Jeon ; Seonghyun Kim ; Sanghoon Lee ; Ju-il Jeon
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
Location-based services (LBS) are becoming increasingly popular. Particularly, indoor mobile localization methods that use GPS or wireless signals have problem of accuracy yet. This article presents a novel system to mobile visual localization according to a given image associated with a variety of wireless signals in indoor environment. Recently structure from motion (SfM) approaches enable to create 3D models of scenes. These reconstructed sparse 3D-point clouds can then be used for accurate image-based localization by 3D-to-2D feature matching from database. Our proposed structure of storage in database is able to efficiently handle such large amounts of image feature data.
Keywords :
feature extraction; image matching; indoor navigation; mobility management (mobile radio); visual databases; 3D point cloud reconstruction; 3D-2D feature matching; image feature database storage; indoor environment; location based service; mobile visual localization; structure from motion method; wireless signal; Cameras; Databases; Feature extraction; Mobile communication; Three-dimensional displays; Visualization; Wireless communication; Location-based services (LBS); database; indoor localization; visual localization; wireless fingerprint;
Conference_Titel :
Advanced Communication Technology (ICACT), 2015 17th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-8-9968-6504-9
DOI :
10.1109/ICACT.2015.7224763