Abstract
Visual resource discovery modes are discussed with a view to apply them in a wide variety of digital multimedia collections. The paradigms include summarising complex multimedia objects such as TV news, information visualisation techniques for document clusters, visual search by example, relevance feedback and methods to create browsable structures within the collection. These exploration modes share three common features: they are automatically generated, depend on visual senses and interact with the user of the multimedia collections.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Aggarwal, C., Yu, P.: The IGrid index: reversing the dimensionality curse for similarity indexing in high dimensional space. In: KDD (2000)
Ankerst, M., Keim, D., Kriegel, H.: Circle segments: A technique for visually exploring large multidimensional data sets. In: VIS (1996)
Aslam, J., Montague, M.: Models for metasearch. In: SIGIR (2001)
Assa, J., Cohen-Or, D., Milo, T.: Displaying data in multidimensional relevance space with 2d visualization maps. In: VIS (1997)
Au, P., Carey, M., Sewraz, S., Guo, Y., Rüger, S.: New paradigms in information visualisation. In: SIGIR (2000)
Bainbridge, D., Browne, P., Cairns, P., Rüger, S., Xu, L.-Q.: Managing the growth of multimedia digital content (in preparation, 2005)
Bartell, B., Cottrell, G., Belew, R.: Automatic combination of multiple ranked retrieval systems. In: SIGIR (1994)
Beis, J., Lowe, D.: Shape indexing using approximate nearest-neighbour search in high-dimensional spaces. In: CVPR (1997)
Blei, D., Jordan, M.: Modeling annotated data. In: SIGIR (2003)
Börner, K.: Visible threads: A smart VR interface to digital libraries. In: IST/SPIE (2000)
Campbell, I.: The ostensive model of developing information-needs. PhD thesis, Uni of Glasgow (2000)
Card, S.: Visualizing retrieved information: A survey. IEEE Computer Graphics and Applications 16(2), 63–67 (1996)
Carey, M., Heesch, D., Rüger, S.: Info navigator: a visualization interface for document searching and browsing. In: DMS (2003)
Cha, G.-H.: Bitmap indexing method for complex similarity queries with relevance feedback. In: ACM MMDB workshop (2003)
Chalmers, M., Chitson, P.: Bead: Explorations in information visualisation. In: SIGIR (1992)
Chawda, B., Craft, B., Cairns, P., Rüger, S., Heesch, D.: Do attractive things work better? An exploration of search tool visualisations (in preparation, 2005)
Christel, M., Warmack, A.: The effect of text in storyboards for video navigation. In: ICASSP (May 2001)
Christel, M., Warmack, A., Hauptmann, A., Crosby, S.: Adjustable filmstrips and skims as abstractions for a digital video library. In: ADL (1999)
Cockburn, A., Looser, J., Savage, J.: Around the world in seconds with speed-dependent automatic zooming. In: UIST Conf. supplement (2003)
Cockburn, A., Savage, J.: Comparing speed-dependent automatic zooming with traditional scroll, pan and zoom methods. In: BCS HCI (2003)
Cox, I., Miller, M., Minka, T., Papathomas, T., Yianilos, P.: The Bayesian image retrieval system, PicHunter. IEEE Trans. on Image Processing 9(1), 20–38 (2000)
Cox, K.: Information retrieval by browsing. In: Int’l Conf. on New Information Technology (1992)
Cox, K.: Searching through browsing. PhD thesis, Uni. of Canberra (1995)
Crane, G. (ed.): Perseus Digital Library Project. Tufts Uni., May 30 (2005), http://www.perseus.tufts.edu
Croft, B., Parenty, T.: Comparison of a network structure and a database system used for document retrieval. Information Systems 10, 377–390 (1985)
Cunningham, H.: GATE, a general architecture for text engineering. Computers and the Humanities 36, 223–254 (2002)
Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V.: GATE: A framework and graphical development environment for robust nlp tools and applications. In: ACL (2002)
de Vries, A., Mamoulis, N., Nes, N., Kersten, M.: Efficient k-nn search on vertically decomposed data. In: SIGMOD (2002)
Dearholt, D., Schvaneveldt, R.: Properties of Pathfinder networks. In: Schvaneveldt, R. (ed.) Pathfinder associative networks: Studies in knowledge organization, Norwood (1990)
Duygulu, P., Barnard, K., de Freitas, J.F.G., Forsyth, D.: Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol. 2353, pp. 97–112. Springer, Heidelberg (2002)
Feng, S., Manmatha, R., Lavrenko, V.: Multiple Bernoulli relevance models for image and video annotation. In: CVPR (2004)
Fowler, R., Wilson, B., Fowler, W.: Information navigator: An information system using associative networks for display and retrieval. Technical Report NAG9-551, 92-1, Dept of Computer Science, University of Texas (1992)
Heesch, D.: The NNk technique for image searching and browsing. PhD thesis, Imperial College London (2005)
Heesch, D., Howarth, P., Magalhães, J., May, A., Pickering, M., Yavlinsky, A., Rüger, S.: Video retrieval using search and browsing. In: TRECVID (2004)
Heesch, D., Pickering, M., Rüger, S., Yavlinsky, A.: Video retrieval using search and browsing with key frames. In: TRECVID (2003)
Heesch, D., Rüger, S.: Performance boosting with three mouse clicks — relevance feedback for CBIR. In: ECIR (2003)
Heesch, D., Rüger, S.M.: NNk networks for content-based image retrieval. In: McDonald, S., Tait, J.I. (eds.) ECIR 2004. LNCS, vol. 2997, pp. 253–266. Springer, Heidelberg (2004)
Heesch, D., Rüger, S.: Three interfaces for content-based access to image collections. In: Enser, P.G.B., Kompatsiaris, Y., O’Connor, N.E., Smeaton, A.F., Smeulders, A.W.M. (eds.) CIVR 2004. LNCS, vol. 3115, pp. 491–499. Springer, Heidelberg (2004)
Heesch, D., Rüger, S.: Query-based keyword extraction and document clustering for information retrieval and knowledge consolidation (in preparation, 2005)
Heesch, D., Yavlinsky, A., Rüger, S.: Performance comparison between different similarity models for CBIR with relevance feedback. In: CIVR (2003)
Hemmje, M., Kunkel, C., Willet, A.: Lyberworld — a visualization user interface supporting fulltext retrieval. In: SIGIR (1994)
Hoffman, P., Grinstein, G., Pinkney, D.: Dimensional anchors: A graphic primitive for multidimensional multivariate information visualizations. In: NPIV 1999 (2000)
Howarth, P., Rüger, S.: Trading precision for speed: localised similarity functions. In: Leow, W.-K., Lew, M., Chua, T.-S., Ma, W.-Y., Chaisorn, L., Bakker, E.M. (eds.) CIVR 2005. LNCS, vol. 3568, pp. 415–424. Springer, Heidelberg (2005)
Ishikawa, Y., Subramanya, R., Faloutsos, C.: MindReader: Querying databases through multiple examples. In: VLDB (1998)
Izquierdo, E., Djordjevic, D.: Using relevance feedback to bridge the semantic gap. In: Detyniecki, M., Jose, J.M., Nürnberger, A., van Rijsbergen, C.J.‘. (eds.) AMR 2005. LNCS, vol. 3877, pp. 19–34. Springer, Heidelberg (2006)
Jeon, J., Lavrenkoand, V., Manmatha, R.: Automatic image annotation and retrieval using cross-media relevance models. In: SIGIR (2003)
Korfhage, R.: To see or not to see — is that the query? In: SIGIR (1991)
Lavrenko, V., Manmatha, R., Jeon, J.: A model for learning the semantics of pictures. In: NIPS (2003)
Lelescu, A., Wolfson, O., Xu, B.: Approximate retrieval from multimedia databases using relevance feedback. In: SPIRE/CRIWG (1999)
Meilhac, C., Nastar, C.: Relevance feedback and category search in image databases. In: ICMCS (1999)
Metzler, D., Manmatha, R.: An inference network approach to image retrieval. In: Enser, P.G.B., Kompatsiaris, Y., O’Connor, N.E., Smeaton, A.F., Smeulders, A.W.M. (eds.) CIVR 2004. LNCS, vol. 3115, pp. 42–50. Springer, Heidelberg (2004)
Mori, Y., Takahashi, H., Oka, R.: Image-to-word transformation based on dividing and vector quantizing images with words. In: Int’l Workshop on Multimedia Intelligent Storage and Retrieval Management (1999)
Müller, W., Henrich, A.: Faster exact histogram intersection on large data collections using inverted VA-files. In: Enser, P.G.B., Kompatsiaris, Y., O’Connor, N.E., Smeaton, A.F., Smeulders, A.W.M. (eds.) CIVR 2004. LNCS, vol. 3115, pp. 455–463. Springer, Heidelberg (2004)
Nene, S., Nayar, S.: A simple algorithm for nearest neighbor search in high dimensions. IEEE Trans. Pattern Anal. Mach. Intell. 19(9), 989–1003 (1997)
Nowell, L., France, R., Hix, D., Heath, L., Fox, E.: Visualizing search results: Some alternatives to query-document similarity. In: SIGIR (1996)
Pickering, M.: Video Retrieval and Summarisation. PhD thesis, Imperial College London (2004)
Pickering, M., Wong, L., Rüger, S.: ANSES: Summarisation of news video. In: CIKM (2003)
Porkaew, K., Ortega, M., Mehrotra, S.: Query reformulation for content based multimedia retrieval in MARS. In: ICMCS (1999)
Rodden, K., Basalaj, W., Sinclair, D., Wood, K.: Evaluating a visualization of image similarity. In: SIGIR (1999)
Rui, Y., Huang, T., Mehrotra, S.: Relevance feedback techniques in interactive content-based image retrieval. In: SPIE (1998)
Rydberg-Cox, J., Chavez, R., Mahoney, A., Smith, D., Crane, G.: Knowledge management in the perseus digital library, Ariadne (2000)
Rydberg-Cox, J., Vetter, L., Rüger, S., Heesch, D.: Approaching the problem of multi-lingual information retrieval and visualization in greek and latin and old norse texts. In: Heery, R., Lyon, L. (eds.) ECDL 2004. LNCS, vol. 3232, pp. 168–178. Springer, Heidelberg (2004)
Sammon, J.: A nonlinear mapping for data structure analysis. IEEE Trans. on Computers C-18(5) (1969)
Santini, S., Gupta, A., Jain, R.: Emergent semantics through interaction in image databases. IEEE Trans. on Knowledge and Data Engineering 13(3), 337–351 (2001)
Santini, S., Jain, R.: Integrated browsing and querying for image databases. IEEE Multimedia 7(3), 26–39 (2000)
Shaw, C., Kukla, J., Soboroff, I., Ebert, D., Nicholas, C., Zwa, A., Miller, E., Roberts, D.: Interactive volumetric information visualization for document corpus management. Digital Libraries 2(2/3), 144–156 (1999)
Shaw, J., Fox, E.: Combination of multiple searches. In: TREC 3 (1994)
Shneiderman, B., Feldman, D., Rose, A., Ferre’ Grau, X.: Visualizing digital library search results with categorical and hierarchical axes. In: ACM Digital Libraries (2000)
Smeaton, A., Gurrin, C., Lee, H., Mc Donald, K., Murphy, N., O’Connor, N., O’Sullivan, D., Smyth, B., Wilson, D.: The Físchlár-news-stories system: Personalised access to an archive of TV news. In: RIAO (2004)
Spoerri, A.: InfoCrystal: A visual tool for information retrieval & management. In: CIKM (1993)
Squire, D., Müller, W., Müller, H., Pun, T.: Content-based query of image databases: inspirations from text retrieval. Pattern Recognition Letters 21(13-14), 1193–1198 (2000)
Torralba, A., Oliva, A.: Statistics of natural image categories. Network: Computation in Neural Systems 14, 391–412 (2003)
Torres, R., Silva, C., Medeiros, C., Rocha, H.: Visual structures for image browsing. In: CIKM (2003)
TRECVID. Trec video retrieval evaluation (2005), http://www-nlpir.nist.gov/projects/trecvid/
van Dongen, S.: A cluster algorithm for graphs. Technical Report INS-R0010, National Research Institute for Mathematics and Computer Science in the Netherlands (2000)
Watts, D., Strogatz, S.: Collective dynamics of ’small-world’ networks. Nature 393, 440–442 (1998)
Weber, R., Stock, H.-J., Blott, S.: A quantitative analysis and performance study for similarity search methods in high-dimensional space. In: VLDB (1998)
Wolf, J.: GeoBrowser: A graphical approach to geo-temporal news browsing. Master’s thesis, Imperial College London (2005)
Wood, M., Campbell, N., Thomas, B.: Iterative refinement by relevance feedback in content-based digital image retrieval. In: ACM Multimedia (1998)
Yavlinsky, A., Pickering, M., Heesch, D., Rüger, S.: A comparative study of evidence combination strategies. In: ICASSP (2004)
Yavlinsky, A., Schofield, E., Rüger, S.: Automated image annotation using global features and robust nonparametric density estimation. In: Leow, W.-K., Lew, M., Chua, T.-S., Ma, W.-Y., Chaisorn, L., Bakker, E.M. (eds.) CIVR 2005. LNCS, vol. 3568, pp. 507–517. Springer, Heidelberg (2005)
Zhou, M., Feiner, S.: Visual task characterization for automated visual discourse synthesis. In: CHI (1998)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Rüger, S. (2006). Putting the User in the Loop: Visual Resource Discovery. In: Detyniecki, M., Jose, J.M., Nürnberger, A., van Rijsbergen, C.J. (eds) Adaptive Multimedia Retrieval: User, Context, and Feedback. AMR 2005. Lecture Notes in Computer Science, vol 3877. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11670834_1
Download citation
DOI: https://doi.org/10.1007/11670834_1
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-32174-3
Online ISBN: 978-3-540-32175-0
eBook Packages: Computer ScienceComputer Science (R0)