Title :
Research and implementation of the SIFT-based improved algorithm on azimuth recognition
Author :
Zhang, Huijuan ; Wu, Chao
Author_Institution :
Sch. of Software Eng., Tongji Univ. Shanghai, Shanghai, China
Abstract :
The implementation of azimuth recognition technology for current mobile phone platform is mainly based on hardware (such as gyroscopes) and software (such as compass). Those related methods have shortcomings or limitations. This article proposes an improved algorithm based on SIFT to implement azimuth recognition. This method uses the camera to obtain image data, matching with the data in the information base. Meanwhile, this method combines with GPS and image processing technology. The experimental results show that the method is feasible. It also shows good performance in both accuracy and real-time.
Keywords :
Global Positioning System; image matching; mobile handsets; transforms; GPS; SIFT; azimuth recognition technology; image processing technology; mobile phone platform; Accuracy; Azimuth; Feature extraction; Global Positioning System; Mobile handsets; Real time systems; Azimuth Recognition; GPS; SIFT;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002006