TY - GEN
T1 - Propagation of geotags based on object duplicate detection
AU - Vajda, Peter
AU - Ivanov, Ivan
AU - Lee, Jong Seok
AU - Goldmann, Lutz
AU - Ebrahimi, Touradj
PY - 2010
Y1 - 2010
N2 - In this paper, we consider the use of object duplicate detection for the propagation of geotags from a small set of images with location names (IPTC) to a large set of non-tagged images. The motivation behind this idea is that images of individual locations usually contain specific objects such as monuments, buildings or signs. Therefore, object duplicate detection can be used to establish the correspondence between tagged and non-tagged images. Our recent graph based object duplicate detection approach is adapted for this task. The effectiveness of the approach is demonstrated through a set of experiments considering various locations.
AB - In this paper, we consider the use of object duplicate detection for the propagation of geotags from a small set of images with location names (IPTC) to a large set of non-tagged images. The motivation behind this idea is that images of individual locations usually contain specific objects such as monuments, buildings or signs. Therefore, object duplicate detection can be used to establish the correspondence between tagged and non-tagged images. Our recent graph based object duplicate detection approach is adapted for this task. The effectiveness of the approach is demonstrated through a set of experiments considering various locations.
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U2 - 10.1117/12.863484
DO - 10.1117/12.863484
M3 - Conference contribution
AN - SCOPUS:78649408937
SN - 9780819482945
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Applications of Digital Image Processing XXXIII
T2 - Applications of Digital Image Processing XXXIII
Y2 - 2 August 2010 through 4 August 2010
ER -