Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Cover of the book

2018 | OriginalPaper | Chapter

Interactive Browsing Systems for Large Image Collections

Author : Gerald Schaefer

Published in: VipIMAGE 2017

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Image database navigation systems provide an interesting approach of managing and finding images in databases of large image repositories. Here, an image collection is visualised, typically based on features extracted from the images, in such a way that similar images are placed close to each other in an arrangement that aids understanding and supports interactive browsing of the image set. In this paper, we provide an overview of image browsing systems, focussing on some of the systems that we have developed in our lab to enable effective and efficient interactive exploration of large image collections.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
next chapter Quantitative MR Image Analysis for Brain Tumor
Literature
1.
Smeulders, A.W.M., Worring, M., Santini, S., Gupta, A., Jain, R.: Content-based image retrieval at the end of the early years. IEEE Trans. Patt. Anal. Mach. Intell. 22(12), 1249–1380 (2000)CrossRef
2.
Datta, R., Joshi, D., Li, J., Wang, J.Z.: Image retrieval: ideas, influences, and trends of the new age. ACM Comput. Surv. 40(2), 1–60 (2008)CrossRef
3.
Rodden, K.: Evaluating similarity-based visualisations as interfaces for image browsing. Ph.D. thesis, University of Cambridge Computer Laboratory (2001)
4.
Heesch, D.: A survey of browsing models for content based image retrieval. Multimedia Tools Appl. 40(2), 261–284 (2008)CrossRef
5.
Plant, W., Schaefer, G.: Visualisation and browsing of image databases. In: Multimedia Analysis, Processing and Communications. Studies in Computational Intelligence, vol. 346, pp. 3–57. Springer, Heidelbeg (2011)
6.
Schaefer, G.: Interacting with image collections - visualisation and browsing of image repositories. In: 20th ACM International Conference on Multimedia (2012)
7.
Plant, W., Schaefer, G.: Visualising image databases. In: IEEE International Workshop on Multimedia Signal Processing, pp. 1–6 (2009)
8.
Moghaddam, B., Tian, Q., Lesh, N., Shen, C., Huang, T.S.: Visualization and user-modeling for browsing personal photo libraries. Int. J. Comput. Vis. 56(1–2), 109–130 (2004)CrossRef
9.
Keller, I., Meiers, T., Ellerbrock, T., Sikora, T.: Image browsing with PCA-assisted user-interaction. In: IEEE Workshop on Content-Based Access of Image and Video Libraries, pp. 102–108 (2001)
10.
Rubner, Y., Guibas, L., Tomasi, C.: The earth mover’s distance, multi-dimensional scaling, and color-based image retrieval. In: Image Understanding Workshop, pp. 661–668 (1997)
11.
Nguyen, G.P., Worring, M.: Interactive access to large image collections using similarity-based visualization. J. Vis. Lang. Comput. 19(2), 203–224 (2008)CrossRef
12.
Krischnamachari, S., Abdel-Mottaleb, M.: Image browsing using hierarchical clustering. In: IEEE Symposium on Computers and Communications, pp. 301–307 (1999)
13.
Chen, J.Y., Bouman, C.A., Dalton, J.C.: Hierarchical browsing and search of large image databases. IEEE Trans. Image Process. 9(3), 442–455 (2000)CrossRef
14.
Bartolini, I., Ciaccia, P., Patella, M.: Adaptively browsing image databases with PIBE. Multimedia Tools Appl. 31(3), 269–286 (2006)CrossRef
15.
Gomi, A., Miyazaki, R., Itoh, T., Li, J.: CAT: a hierarchical image browser using a rectangle packing technique. In: 12th International Conference on Information Visualization, pp. 82–87 (2008)
16.
Schaefer, G., Ruszala, S.: Image database navigation on a hierarchical MDS grid. In: International Conference German Pattern Recognition Society. Lecture Notes in Computer Science, vol. 4174, pp. 304–313. Springer, Heidelberg (2006)
17.
Schaefer, G.: A next generation browsing environment for large image repositories. Multimedia Tools Appl. 47(1), 105–120 (2010)CrossRef
18.
Chen, C., Gagaudakis, G., Rosin, P.: Similarity-based image browsing. In: International Conference on Intelligent Information Processing, pp. 206–213 (2000)
19.
Heesch, D., Rüger, S.: NNk networks for content-based image retrieval. In: European Conference on Information Retrieval, pp. 253–266 (2004)
20.
Dontcheva, M., Agrawala, M., Cohen, M.: Metadata visualization for image browsing. In: 18th Annual ACM Symposium on User Interface Software and Technology (2005)
21.
Worring, M., de Rooij, O., van Rijn, T.: Browsing visual collections using graphs. In: International Workshop on Multimedia Information Retrieval, pp. 307–312 (2007)
22.
Plant, W., Schaefer, G.: Navigation and browsing of image databases. In: International Conference on Soft Computing and Pattern Recognition, pp. 750–755 (2009)
23.
Schaefer, G., Ruszala, S.: Image database navigation: a globe-al approach. In: International Symposium on Visual Computing. Lecture Notes in Computer Science, vol. 3804, pp. 279–286. Springer, Heidelberg (2005)
24.
Schaefer, G., Ruszala, S.: Hierarchical image database navigation on a hue sphere. In: International Symposium on Visual Computing. Lecture Notes in Computer Science, vol. 4292, pp. 814–823. Springer, Heidelberg (2006)
25.
Schaefer, G., Fox, M., Plant, W., Stuttard, M.: Exploring image databases at the tip of your fingers. Information 17(5), 1951–1960 (2014)
26.
Schaefer, G., Budnik, M., Krawczyk, B.: Immersive browsing in an image sphere. In: 11th International Conference on Ubiquitous Information Management and Communication (2017)
27.
Rodden, K., Basalaj, W., Sinclair, D., Wood, K.: Evaluating a visualisation of image similarity as a tool for image browsing. In: IEEE Symposium on Information Visualization, pp. 36–43 (1999)
28.
Ahlstroem, D., Schoeffmann, K., Hudelist, M., Schaefer, G.: A user study on image browsing on small screens. In: 20th ACM International Conference on Multimedia (2012)
Metadata
Title
Interactive Browsing Systems for Large Image Collections
Author
Gerald Schaefer
Copyright Year
2018
Book
VipIMAGE 2017

Print ISBN: 978-3-319-68194-8

Electronic ISBN: 978-3-319-68195-5

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-68195-5_1