Title :
A Comparative Study of Mobile-Based Landmark Recognition Techniques
Author :
Yap, Kim-Hui ; Chen, Tao ; Li, Zhen ; Wu, Kui
Author_Institution :
Nanyang Technol. Univ., Singapore, Singapore
Abstract :
Mobile-based landmark recognition is becoming increasingly appealing due to the proliferation of mobile devices coupled with improving processing techniques, imaging capability, and networking infrastructure. This article provides a general overview of existing mobile-based and nonmobile-based landmark recognition systems and their differences. We discuss content and context analysis and compare landmark classification methods. We also present the experimental results of our own mobile landmark recognition evaluations based on content analysis, context analysis, and integrated content-context analysis.
Keywords :
content-based retrieval; image recognition; imaging; mobile radio; content analysis; context analysis; imaging capability; integrated content-context analysis; landmark classification methods; mobile based landmark recognition; mobile devices; nonmobile based landmark recognition systems; Cameras; Cities and towns; Data mining; Ducts; Global Positioning System; Image recognition; Information analysis; Information retrieval; Mobile computing; Mobile handsets; content analysis; content and context integration; context analysis; landmark recognition; mobile devices;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2010.12