https://scholars.lib.ntu.edu.tw/handle/123456789/412939
標題: | Canonical image selection and efficient image graph construction for large-scale Flickr photos | 作者: | Hsieh L.-C. Chen K.-T. Chiang C.-H. YI-HSUAN YANG Wu G.-L. Ferng C.-S. Hsueh H.-W. Tsai A.C.-R. WINSTON HSU |
關鍵字: | Canonical images; Graph construction; Image search clustering | 公開日期: | 2009 | 起(迄)頁: | 1121-1122 | 來源出版物: | 2009 ACM International Conference on Multimedia | 摘要: | Efficient image search clustering is prominent for image search engines for exponentially growing photo collections. In this work, we propose an image search clustering approach which selects multiple canonical images from image search results and constructs image clusters in real time on an image sub-graph for the search results. The efficiency is achieved with the help of offline-computed image context graphs by distributed computing methods. Extending our prior works, we demonstrate the results of the proposed canonical image selection and preliminary outcomes of large-scale image graph construction in this proposal. We experiment in Flickr550 dataset, containing 540,321 Flickr photos. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/412939 | ISBN: | 9781605586083 | DOI: | 10.1145/1631272.1631528 |
顯示於: | 資訊工程學系 |
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