FISIR: A Flexible Framework for Interactive Search in Image Retrieval Systems

详细信息    查看全文

• 作者：Sheila M. Pinto-Cáceres (19) (20)
  Jurandy Almeida (19) (21)
  M. Cecília C. Baranauskas (19)
  Ricardo da S. Torres (19)
  
• 关键词：image retrieval ; interactive search ; result visualization ; visual structure
• 刊名：Lecture Notes in Computer Science
• 出版年：2015
• 出版时间：2015
• 年：2015
• 卷：8935
• 期：1
• 页码：335-347
• 全文大小：4,181 KB
• 参考文献：1. Datta, R., Joshi, D., Li, J., Wang, J.Z.: Image retrieval: Ideas, influences, and trends of the new age. ACM Computer Survey?40(2), 1-0 (2008) CrossRef
  2. Heesch, D.: A survey of browsing models for content based image retrieval. Multimedia Tools Appl.?40(2), 261-84 (2008) CrossRef
  3. Flickner, M., Sawhney, H., Niblack, W., Ashley, J., Huang, Q., Dom, B., Gorkani, M., Hafner, J., Lee, D., Petkovic, D., Steele, D., Yanker, P.: Query by image and video content: The QBIC system. IEEE Computer?28(9), 23-2 (1995) CrossRef
  4. Mukherjea, S., Hirata, K., Hara, Y.: Amore: A world wide web image retrieval engine. World Wide Web?2(3), 115-32 (1999) CrossRef
  5. Draper, G.M., Livnat, Y., Riesenfeld, R.F.: A survey of radial methods for information visualization. IEEE Trans. Visualization and Computer Graphics?15, 759-76 (2009) CrossRef
  6. Torres, R.d.S., Silva, C.G., Medeiros, C.B., Rocha, H.V.: Visual structures for image browsing. In: ACM CIKM, pp. 49-5 (2003)
  7. Schaefer, G., Ruszala, S.: Hierarchical image database navigation on a hue sphere. In: Bebis, G., et al. (eds.) ISVC 2006. LNCS, vol.?4292, pp. 814-23. Springer, Heidelberg (2006) CrossRef
  8. Nguyen, G.P., Worring, M.: Interactive access to large image collections using similarity-based visualization. J. Visual Languages and Computing?19(2), 203-24 (2008) CrossRef
  9. Stehling, R.O., Nascimento, M.A., Falc?o, A.X.: A compact and efficient image retrieval approach based on border/interior pixel classification. In: ACM Intl. Conf. Information and Knowledge Management, pp. 102-09 (2002)
  10. Pinto-Caceres, S.M., Almeida, J., de Almeida Néris, V.P., Baranauskas, M.C.C., Leite, N.J., da Silva Torres, R.: Navigating through video stories using clustering sets. Intl. J. Multimedia Data Engineering and Management?2(3), 1-0 (2011) CrossRef
  11. Erich Gamma, R.J., Helm, R., Vlissides, J.: Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley (1994)
  12. Preece, J., Rogers, Y., Sharp, H.: Interaction Design. John Wiley & Sons, Inc., Chichester (2002)
  13. Tukey, J.W.: Exploratory Data Analysis. Addison Wesley (1977)
  14. Friedman, M.: The use of ranks to avoid the assumption of normality implicit in the analysis of variance. J. American Statistical Association?32(200), 675-01 (1937) CrossRef
  15. Almeida, J., Rocha, A., da, R., Torres, S., Goldenstein, S.: Making colors worth more than a thousand words. In: ACM Intl. Symp. Applied Computing (ACM-SAC 2008), pp. 1180-186 (2008)
  16. Andrade, F.S.P., Almeida, J., Pedrini, H., da, R., Torres, S.: Fusion of local and global descriptors for content-based image and video retrieval. In: Iberoamerican Congress on Pattern Recognition (CIARP 2012), pp. 845-53 (2012)
  17. Rocha, A., Almeida, J., Nascimento, M.A., Torres, R., Goldenstein, S.K.: Efficient and flexible cluster-and-search for CBIR. In: Blanc-Talon, J., Bourennane, S., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2008. LNCS, vol.?5259, pp. 77-8. Springer, Heidelberg (2008) CrossRef
  
• 作者单位：Sheila M. Pinto-Cáceres (19) (20)
  Jurandy Almeida (19) (21)
  M. Cecília C. Baranauskas (19)
  Ricardo da S. Torres (19)
  
  19. Institute of Computing, University of Campinas - UNICAMP, Campinas, SP, Brazil
  20. Institute of Science and Technology, Paulista University - UNIP, SP, Brazil
  21. Institute of Science and Technology, Federal University of S?o Paulo - UNIFESP, S?o José dos Campos, SP, Brazil
  
• ISSN：1611-3349

文摘

This paper presents a flexible framework for interactive search in image retrieval systems. Our approach allows for the visual structure change in order to produce coherent layouts, which highlight the most relevant results according to user needs. This innovative framework is flexible in the sense it supports the dynamic creation of several hybrid visual designs, based on the combination of different visualization strategies. Results from a subjective evaluation demonstrate that the dynamic hybrid layouts created by the proposed framework provide the end-users with an effective user interface for intuitive browsing and searching experience.