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Sutasinee Chimlek
Kasetsart University
Computer Science & IT Electrical & Electronics Engineering

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Incremental Tag Suggestion for Landmark Image Collections Sutasinee Chimlek; Punpiti Piamsa-nga
International Journal of Electrical and Computer Engineering (IJECE) Vol 6, No 1: February 2016
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (496.549 KB) | DOI: 10.11591/ijece.v6i1.pp139-150

Abstract

In recent social media applications, descriptive information is collected through user tagging, such as face recognition, and automatic environment sensing, such as GPS. There are many applications that recognize landmarks using information gathered from GPS data. However, GPS is dependent on the location of the camera, not the landmark. In this research, we propose an automatic landmark tagging scheme using secondary regions to distinguish between similar landmarks. We propose two algorithms: 1) landmark tagging by secondary objects and 2) automatic new landmark recognition. Images of 30 famous landmarks from various public databases were used in our experiment. Results show increments of tagged areas and the improvement of landmark tagging accuracy.
Co-Authors Punpiti Piamsa-nga