Development of presentation slide retrieval system based on visual information

被引:1
作者
Oida, Yoshiaki [1 ,4 ]
Hiekata, Kazuo [1 ]
Mitsuyuki, Taiga [2 ]
Kamba, Hiroki [3 ]
Okada, Isaac [1 ,4 ]
机构
[1] Univ Tokyo, Grad Sch Frontier Sci, Tokyo, Japan
[2] Univ Tokyo, Grad Sch Engn, Tokyo, Japan
[3] Univ Tokyo, Sch Engn, Tokyo, Japan
[4] Fujitsu Ltd, Serv Technol Unit, Minato, Japan
关键词
Presentation knowledge sharing; Slide retrieval; Bag of visual words; Bag of Words; Handwritten Sketch; KNOWLEDGE MANAGEMENT; SEARCH;
D O I
10.1016/j.jii.2018.01.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Sharing and reusing knowledge in presentation form is very important because more and more presentations are made and accumulated in many companies. However, most of existing presentation slide retrieval systems are document file unit searches, which deal with only text information. Therefore, it is difficult to search enough reusable slides comprehensively when users don't memorize clear text information about necessary slides. The objective of this research is to develop a slide retrieval system which can comprehensively search slides necessary for presentation creation in a short time. First, Presentations are decomposed into slides. A Uniform Resource Identifier (URI) is assigned for each slide and managed in metadata repository in order to search across databases. Second, relevant slides can be retrieved based on the similarly of text or visual image such as colors and shapes so as to search enough slide candidates for a reusable slide. Third, a retrieval function based on the handwritten sketch is developed in order to search based only on visual memory. In case study, the effectiveness of each function is illustrated. In addition, it is illustrated that this system reduces the time to make a presentation by 19.7%.
引用
收藏
页码:3 / 12
页数:10
相关论文
共 26 条
[1]  
[Anonymous], OFFICE INFORM SYSTEM
[2]   SURF: Speeded up robust features [J].
Bay, Herbert ;
Tuytelaars, Tinne ;
Van Gool, Luc .
COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 :404-417
[3]   DocMIR: An automatic document-based indexing system for meeting retrieval [J].
Behera, Ardhendu ;
Lalanne, Denis ;
Ingold, Rolf .
MULTIMEDIA TOOLS AND APPLICATIONS, 2008, 37 (02) :135-167
[4]  
Chiang TA, 2011, J UNIVERS COMPUT SCI, V17, P1991
[5]  
Fishbein JM, 2008, LECT NOTES COMPUT SC, V4956, P514
[6]  
Guo Min Liew, 2008, Joint Conference on Digital Libraries (JCDL 2008), P359, DOI 10.1145/1378889.1378951
[7]  
Hattori Ichiro, 2010, IEICE Transactions on Information and Systems, VJ93-D, P2678
[8]  
Jie Zhang, 2016, International Journal of Information and Education Technology, V6, P170, DOI 10.7763/IJIET.2016.V6.680
[9]   DIVERGENCE AND BHATTACHARYYA DISTANCE MEASURES IN SIGNAL SELECTION [J].
KAILATH, T .
IEEE TRANSACTIONS ON COMMUNICATION TECHNOLOGY, 1967, CO15 (01) :52-&
[10]   Hierarchical Fuzzy Feature Similarity Combination for Presentation Slide Retrieval [J].
Kushki, A. ;
Ajmal, M. ;
Plataniotis, K. N. .
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)