Title :
Click4BuildingID@NTU: Click for Building Identification with GPS-enabled Camera Cell Phone
Author :
Yeo, Chai Kiat ; Chia, Liang-Tien ; Cham, Tat-Jen ; Rajan, Deepu
Author_Institution :
Nanyang Technol. Univ., Singapore
Abstract :
A working prototype of a building identification service which can be used on any camera cell phones equipped with GPS capability has been developed. Users can simply snap photos of architectures and send them, together with the corresponding GPS coordinates, via MMS to a remote server. The server will match the photos with the stored, GPS-tagged images using a combination of scale saliency algorithm for feature matching and earth movers distance measure for scene matching. The estimated location and other information are then sent back to the users via MMS. This prototype will have better accuracy than systems which rely solely on photo recognition given the exploitation of GPS information. Moreover, it is computationally lighter since the recognition engine only needs to compare stored images which lie within the GPS coordinates error range. It is relatively inexpensive as no special phones or subscriptions to telecommunication providers for provision of GPS equivalent location data (i.e.cell location) are needed.
Keywords :
Global Positioning System; client-server systems; digital photography; electronic messaging; feature extraction; geographic information systems; image matching; image recognition; mobile computing; mobile radio; GPS-enabled camera cell phone information; GPS-tagged image matching; MMS messaging; building identification service; earth mover distance measure; feature matching; location estimation; photo recognition; remote client-server system; scene matching; Buildings; Cameras; Cellular phones; Earth; Global Positioning System; Image recognition; Layout; Motion measurement; Prototypes; Telecommunication computing;
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
DOI :
10.1109/ICME.2007.4284836