caa a22 4500 445322381 CHVBK 20180317142708.0 cr unu---uuuuu 170323e20111001xx s 000 0 eng 10.1007/s00530-010-0224-7 doi (NATIONALLICENCE)springer-10.1007/s00530-010-0224-7 Interactive browsing via diversified visual summarization for image search results [Elektronische Daten] [Jingdong Wang, Liyan Jia, Xian-Sheng Hua] Presenting and browsing image search results play key roles in helping users to find desired images from search results. Most existing commercial image search engines present them, dependent on a ranked list. However, such a scheme suffers from at least two drawbacks: inconvenience for consumers to get an overview of the whole result, and high computation cost to find desired images from the list. In this paper, we introduce a novel search result summarization approach and exploit this approach to further propose an interactive browsing scheme. The main contribution of this paper includes: (1) a dynamic absorbing random walk to find diversified representatives for image search result summarization; (2) a local scaled visual similarity evaluation scheme between two images through inspecting the relation between each image and other images; and (3) an interactive browsing scheme, based on a tree structure for organizing the images obtained from the summarization approach, to enable users to intuitively and conveniently browse the image search results. Quantitative experimental results and user study demonstrate the effectiveness of the proposed summarization and browsing approaches. Springer-Verlag, 2010 Visual summarization nationallicence Visual diversity nationallicence Interactive browsing nationallicence Image search results nationallicence Wang Jingdong Beijing, China aut Jia Liyan Beijing, China aut Hua Xian-Sheng Beijing, China aut Multimedia Systems Springer-Verlag 17/5(2011-10-01), 379-391 0942-4962 17:5<379 2011 17 530 https://doi.org/10.1007/s00530-010-0224-7 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s00530-010-0224-7 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Wang Jingdong Beijing, China aut NATIONALLICENCE 700 1- Jia Liyan Beijing, China aut NATIONALLICENCE 700 1- Hua Xian-Sheng Beijing, China aut NATIONALLICENCE 773 0- Multimedia Systems Springer-Verlag 17/5(2011-10-01), 379-391 0942-4962 17:5<379 2011 17 530 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer