TY - GEN
T1 - PISAR
T2 - 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011
AU - Huang, Jen-Wei
AU - Tseng, Chi Yao
AU - Chen, Meng Cheng
AU - Chen, Ming Syan
PY - 2011/12/23
Y1 - 2011/12/23
N2 - Many image search engines nowadays still struggle with the semantic gap between low level image features and high level image concepts. Some solutions are proposed to bridge the gap by using surrounding texts of images or by adding tags on images by single user. However, they can only provide obscure or limited information about images. Another problem is that users may not know exactly what they want when they search for images. In this work, we proposed a Progressive Image Search And Recommendation system, named as PISAR, to reduce the semantic gap by incorporating the auto-interpretation and user behavior. PISAR is able to progressively improve the interpretation of images and provide a list of recommendation. The evaluation results show that with the help of auto-interpretation and user behavior, the performance of search results and recommendation results can be progressively improved.
AB - Many image search engines nowadays still struggle with the semantic gap between low level image features and high level image concepts. Some solutions are proposed to bridge the gap by using surrounding texts of images or by adding tags on images by single user. However, they can only provide obscure or limited information about images. Another problem is that users may not know exactly what they want when they search for images. In this work, we proposed a Progressive Image Search And Recommendation system, named as PISAR, to reduce the semantic gap by incorporating the auto-interpretation and user behavior. PISAR is able to progressively improve the interpretation of images and provide a list of recommendation. The evaluation results show that with the help of auto-interpretation and user behavior, the performance of search results and recommendation results can be progressively improved.
UR - http://www.scopus.com/inward/record.url?scp=83755183252&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=83755183252&partnerID=8YFLogxK
U2 - 10.1109/ICSMC.2011.6083873
DO - 10.1109/ICSMC.2011.6083873
M3 - Conference contribution
AN - SCOPUS:83755183252
SN - 9781457706523
T3 - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
SP - 1442
EP - 1447
BT - 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest
Y2 - 9 October 2011 through 12 October 2011
ER -