Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/2393347.2396550acmconferencesArticle/Chapter ViewAbstractPublication PagesmmConference Proceedingsconference-collections
abstract

Interacting with image collections: visualisation and browsing of image repositories

Published: 29 October 2012 Publication History

Abstract

In this tutorial paper, we look at a variety of techniques and methods for effective and intuitive image database visualisation and browsing. While interaction with traditional image retrieval systems can lead to a confusing and frustrating user experience, image browsing systems attempt to provide the user with an intuitive interface to manage potentially large image databases.
We discuss how image databases are visualised in the three main approaches of mapping-based, clustering-based and graph-based image database navigation systems, and how intuitive browsing operations are supported.

References

[1]
C. Chen, G. Gagaudakis, and P. Rosin. Similarity-based image browsing. In Int. Conference on Intelligent Information Processing, pages 206--213, 2000.
[2]
J. Chen, C. Bouman, and J. Dalton. Hierarchical browsing and search of large image databases. IEEE Trans. Image Processing, 9(3):442--455, March 2000.
[3]
Y. Chen and A. Butz. PhotoSim: Tightly integrating image analysis into a photo browsing UI. In Int. Symposium on Smart Graphics, pages 224--231, 2008.
[4]
R. Datta, D. Joshi, J. Li, and J. Z. Wang. Image retrieval: Ideas, influences, and trends of the new age. ACM Computing Surveys, 40(2):1--60, 2008.
[5]
M. Dontcheva, M. Agrawala, and M. Cohen. Metadata visualization for image browsing. In 18th Annual ACM Symposium on User Interface Software and Technology, 2005.
[6]
A. Gomi, R. Miyazaki, T. Itoh, and J. Li. CAT: A hierarchical image browser using a rectangle packing technique. In 12th Int. Conference on Information Visualization, pages 82--87, 2008.
[7]
D. Heesch. A survey of browsing models for content based image retrieval. Multimedia Tools and Applications, 40(2):261--284, 2008.
[8]
I. Keller, T. Meiers, T. Ellerbrock, and T. Sikora. Image browsing with PCA-assisted user-interaction. In IEEE Workshop on Content-Based Access of Image and Video Libraries, pages 102--108, 2001.
[9]
S. Krischnamachari and M. Abdel-Mottaleb. Image browsing using hierarchical clustering. In IEEE Symposium on Computers and Communications, pages 301--307, 1999.
[10]
B. Moghaddam, Q. Tian, N. Lesh, C. Shen, and T. Huang. Visualization and user-modeling for browsing personal photo libraries. Int. Journal of Computer Vision, 56(1-2):109--130, January 2004.
[11]
G. Nguyen and M. Worring. Interactive access to large image collections using similarity-based visualization. Journal of Visual Languages and Computing, 19(2):203--224, 2008.
[12]
W. Plant and G. Schaefer. Navigation and browsing of image databases. In Int. Conference on Soft Computing and Pattern Recognition, pages 750--755, 2009.
[13]
W. Plant and G. Schaefer. Image retrieval on the honeycomb image browser. In 17th IEEE Int. Conference on Image Processing, pages 3161--3164, 2010.
[14]
W. Plant and G. Schaefer. Visualisation and browsing of image databases. In Multimedia Analysis, Processing and Communications, volume 346 of Studies in Computational Intelligence, pages 3--57. Springer, 2011.
[15]
J. Platt, M. Czerwinski, and B. Field. PhotoTOC: automatic clustering for browsing personal photographs. Technical report, Microsoft Research, 2002.
[16]
K. Rodden, D. Basalaj, W. Sinclair, and K. Wood. Does organisation by similarity assist image browsing? In SIGCHI Conference on Human Factors in Computing Systems, pages 190--197, 2001.
[17]
K. Rodden, W. Basalaj, D. Sinclair, and K. Wood. Evaluating a visualisation of image similarity as a tool for image browsing. In IEEE Symposium on Information Visualization, pages 36--43, 1999.
[18]
Y. Rubner, L. Guibas, and C. Tomasi. The earth mover's distance, multi-dimensional scaling, and color-based image retrieval. In Image Understanding Workshop, pages 661--668, 1997.
[19]
G. Schaefer. A next generation browsing environment for large image repositories. Multimedia Tools and Applications, 47(1):105--120, 2010.
[20]
G. Schaefer and S. Ruszala. Effective and efficient browsing of image databases. Int. Journal of Imaging Systems and Technology, 18:137--145, 2008.
[21]
M. Worring, O. de Rooij, and T. van Rijn. Browsing visual collections using graphs. In Int. Workshop on Workshop on Multimedia Information Retrieval, pages 307--312, 2007.

Cited By

View all

Index Terms

  1. Interacting with image collections: visualisation and browsing of image repositories

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    MM '12: Proceedings of the 20th ACM international conference on Multimedia
    October 2012
    1584 pages
    ISBN:9781450310895
    DOI:10.1145/2393347

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 29 October 2012

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. image database browsing
    2. image database visualisation
    3. image databases

    Qualifiers

    • Abstract

    Conference

    MM '12
    Sponsor:
    MM '12: ACM Multimedia Conference
    October 29 - November 2, 2012
    Nara, Japan

    Acceptance Rates

    Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)1
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 25 Dec 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2018)Interactive Browsing of Large Image RepositoriesRecent Developments in Intelligent Computing, Communication and Devices10.1007/978-981-10-8944-2_1(1-7)Online publication date: 23-Aug-2018
    • (2017)Immersive browsing in an image sphereProceedings of the 11th International Conference on Ubiquitous Information Management and Communication10.1145/3022227.3022252(1-4)Online publication date: 5-Jan-2017
    • (2017)Interactive Browsing Systems for Large Image CollectionsVipIMAGE 201710.1007/978-3-319-68195-5_1(3-9)Online publication date: 13-Oct-2017
    • (2015)Interactive browsing of image collections on mobile devicesMultimedia Tools and Applications10.1007/s11042-014-1875-874:19(8267-8277)Online publication date: 1-Oct-2015
    • (2013)Interactive Exploration of Large Photo LibrariesProceedings of the Second International Conference on Innovative Computing and Cloud Computing10.1145/2556871.2556873(3-5)Online publication date: 1-Dec-2013
    • (2013)A browsing approach to online photo search results2013 IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2013)10.1109/ICSPCC.2013.6664109(1-5)Online publication date: Aug-2013
    • (2013)Online Visualisation of Google Images ResultsProceedings of the 9th International Conference on Active Media Technology - Volume 821010.1007/978-3-319-02750-0_23(221-230)Online publication date: 29-Oct-2013

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media