LINK [1] P. Enser, “The evolution of visual information retrieval,” Journal of Information Science, vol.34, no.4, pp.531-546, 2008.

LINK [2] M.S. Lew, N. Sebe, C. Djeraba, and R. Jain, “Contentbased multimedia information retrieval: State of the art and challenges,” ACM Trans. Multimedia Comput. Commun. Appl., vol.2, no.1, pp.1-19, 2006.

LINK [3] M. Inoue, “On the need for annotation-based image retrieval,” Proc. Information Retrieval in Context (IRiX), Sheffield, UK, pp.44-46, July 2004.

LINK [4] A.W.M. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain, “Content-based image retrieval at the end of the early years,” IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.12, pp.1349-1380, 2000.

LINK [5] R. Datta, D. Joshi, J. Li, and J.Z. Wang, “Image retrieval: Ideas, influences, and trends of the new age,” ACM Comput. Surv., vol.40, no.2, pp.1-60, 2008.

LINK [6] L.H. Armitage and P.G. Enser, “Analysis of user need in image archives,” Journal of Information Science, vol.23, no.4, pp.287-299, 1997.

LINK [7] P.G. Enser, C.J. Sandom, J.S. Hare, and P.H. Lewis, “Facing the reality of semantic image retrieval,” Journal of Documentation, vol.63, no.4, pp.465-481, 2007.

LINK [8] N. Vasconcelos, “From pixels to semantic spaces: Advances in content-based image retrieval,” Computer, vol.40, no.7, pp.20-26, 2007.

LINK [9] D.G. Lowe, “Distinctive image features from scaleinvariant keypoints,” International Journal of Computer Vision, vol.60, no.2, pp.91-110, November 2004.

LINK [10] H. Müller, S. Marchand-Maillet, and T. Pun, “The truth about Corel evaluation in image retrieval,” CIVR '02: Proceedings of the International Conference on Image and Video Retrieval, LNCS, vol.2383, pp.38-49, 2002.

LINK [11] H. Müller, W. Müller, S. Marchand-Maillet, T. Pun, and D.M. Squire, “A framework for benchmarking in CBIR,” Multimedia Tools Appl., vol.21, no.1, pp.55-73, 2003.

LINK [12] M. Grubinger, P. Clough, H. Müller, and T. Deselaers, “The IAPR TC-12 benchmark: A new evaluation resource for visual information systems,” In Proceedings of International Workshop OntoImage 2006 Language Resources for Content-Based Image Retrieval, held in conjunction with LREC'06, Genoa, Italy, pp.13-23, 2006.

LINK [13] N.R. Howe, “Using artificial queries to evaluate image retrieval,” IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'00), Hilton Head, South Carolina, p.5, June 16 2000.

LINK [14] M. Inoue and N. Ueda, “Retrieving lightly annotated images using image similarities,” SAC '05: Proceedings of the 2005 ACM symposium on Applied computing, pp.1031-1037, March 2005.

LINK [15] T. Arni, J. Tang, M. Sanderson, and P. Clough, “Creating a test collection to evaluate diversity in image retrieval,” SIGIR 2008 Workshop: Beyond Binary Relevance: Preferences, Diversity and Set-Level Judgment, Singapore, July 24 2008.

LINK [16] K. Song, Y. Tian, W. Gao, and T. Huang, “Diversifying the image retrieval results,” Proceedings of the 14th Annual ACM international Conference on Multimedia, Santa Barbara, CA, USA, pp.707-710, October 23-27 2006.

LINK [17] P. Harpring, Introduction to art image access: Issues, tools, standards, strategies, ch. The language of images: Enhancing access to images by applying metadata schemas and structured vocabularies, pp.20-39, Getty Publications, 2002.

LINK [18] J. Magalhães, F. Ciravegna, and S. Rüger, “Exploring multimedia in a keyword space,” ACM Multimedia, Vancouver, Canada, October 2008.

LINK [19] K. Hwang, J. Choi, and P. Kim, “An efficient retrieval of annotated images based on WordNet,” Advanced Communication Technology, The 9th International Conference on, pp.368-372, Feb. 2007.

LINK [20] K. Mikolajczyk and C. Schmid, “A performance evaluation of local descriptors,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, no.10, pp.1615-1630, Oct. 2005.

LINK [21] T.T. Pham, N.E. Maillot, J.H. Lim, and J.P. Chevallet, “Latent semantic fusion model for image retrieval and annotation,” CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, Lisbon, Portugal, pp.439-444, 2007.

LINK [22] M. Inoue, “Mining visual knowledge for multi-lingual image retrieval,” DMIR'07: IEEE International Symposium on Data Mining and Information Retrieval, Niagara Falls, Ontario, Canada, pp.307-312, May 21-23 2007.

LINK [23] K. Yanai and K. Barnard, “Image region entropy: A measure of “visualness” of web images associated with one concept,” MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia, Singapore, pp.419-422, 2005.

LINK [24] X.S. Zhou and T.S. Huang, “Relevance feedback in image retrieval: A comprehensive review.,” Multimedia Syst., vol.8, no.6, pp.536-544, 2003.

LINK [25] M. Ferecatu, N. Boujemaa, and M. Crucianu, “Semantic interactive image retrieval combining visual and conceptual content description,” Multimedia Systems, vol.13, no.5-6, pp.309-322, Feburary 2008.

LINK [26] Camera & Imaging Products Association (CIPA), “2008-2010 outlook on the shipment forecast by product-type concerning cameras and related goods,” January 29 2008.

LINK [27] S. Shankland, “Cameras: Shipments rising, but prices falling, CNET, September 19,” 2007.

LINK [28] B. Adams, D. Phung, and S. Venkatesh, “Sensing and using social context,” ACM Trans. Multimedia Comput. Commun. Appl. vol.5, no2, pp1-27, 2008.

LINK [29] W. Müller and A. Henrich, “Fast retrieval of highdimensional feature vectors in P2P networks using compact peer data summaries,” MIR '03: Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval, Berkeley, California, pp.79-86, 2003.

LINK [30] R. Gillesse, J. Rog, and A. Verheusen, “Alternative file formats for storing master images of digitisation projects,” tech. rep., National Library of the Netherlands Research & Development Department, March 2008.

LINK [31] N. Weber and A. Henrich, “Retrieval of technical drawings in DXF format-concepts and problems,” LWA 2007, pp.213-220, 2007.

LINK [32] F. Falchi, C. Lucchese, R. Perego, and F. Rabitti, “CoPhIR: COntent-based Photo Image Retrieval,” May 30 2008.

LINK [33] C. Jörgensen, Image Retrieval: Theory and Research, Scarecrow Press, 2003.

LINK [34] A.E. Stamps III, “Entropy, visual diversity, and preference,” The Journal of General Psychology, vol.129, no.3, pp.300-320, July 2002.

LINK [35] M. Inoue, “Difficulties in image retrieval,” Contextual and Social Media Understanding and Usage, Dagstuhl Seminar Proceedings, no.08251, Dagstuhl, Germany, 2008.

LINK [36] B. Scott, “Picturing irony: The subversive power of photography,” Visual Communication, vol.3, no.31, pp.31-59, 2004.

LINK [37] A. Fujii and T. Ishikawa, “Image retrieval and disambiguation for encyclopedic web search,” The 9th International Joint Conference on Artificial Intelligence (IJCAI-05), Aug. 2005.

LINK [38] M. Theune, B.V. Schooten, R.D. Akker, and W. Bosma, “Questions, pictures, answers: Introducing pictures in question-answering systems,” Tenth international symposium on social communication, Cuba, January 2007.

LINK [39] T. Yeh, J. Lee, and T. Darrell, “Photo-based question answering,” ACM Multimedia, pp.389-398, 2008.

LINK [40] Y. Sumi, J. Ito, and T. Nishida, “PhotoChat: communication support system based on sharing photos and notes,,” CHI 2008 Extended Abstracts, Works in progress, Florence, Italy, pp.3237-3242, April 2008.

LINK [41] D.S. Kirk, A.J. Sellen, C. Rother, and K.R.Wood, “Understanding photowork,” Proc. CHI 2006, Montréal, Québec, Canada, pp.761-770, April 2006.

LINK [42] D.F. Huynh, S.M. Drucker, P. Baudisch, and C. Wong, “Time quilt: scaling up zoomable photo browsers for large, unstructured photo collections,” CHI '05: CHI '05 extended abstracts on Human factors in computing systems, Portland, Oregon, USA, pp.1937-1940, 2005.

LINK [43] T. Kajiyama, N. Kando, and S. Satoh, “Examination and enhancement of a ring-structured graphical search interface based on usability testing,” SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, Salvador, Brazil, pp.623-624, 2005.

LINK [44] M. Chang, J.J. Leggett, R. Furuta, A. Kerne, J.P. Willams, S.A. Burns, and R.G. Bias, “Collection understanding,” JCDL'04, Tuscon, Arizona, USA, pp.334-342, June 7-11 2004.

LINK [45] A. Graham, H. Garcia-Molina, A. Paepcke, and T. Winograd, “Time as essence for photo browsing through personal digital libraries,” JCDL '02: Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries, Portland, Oregon, USA, pp.326-335, 2002.

LINK [46] B.J. Jansen, “Searching for digital images on the web,” Journal of Documentation, vol.64, no.1, pp.81-101, 2008.

LINK [47] M. Markkula and E. Sormunen, “End-user searching challenges indexing practices in the digital newspaper photo archive,” Information Retrieval, vol.1, no.4, pp.259-285, 2000.

LINK [48] S.K. Hastings, “Query categories in a study of intelectual access to digitized art images,” Proceedings of the 58th ASIS Annual Meeting, pp.3-8, 1995.

LINK [49] Y. Choi and E.M. Rasmussen, “Searching for images: the analysis of users' queries for image retrieval in american history,” J. Am. Soc. Inf. Sci. Technol., vol.54, no.6, pp.498-511, 2003.

LINK [50] L.H.Keister, Challenges in indexing electronic text and images, ch. User types and queries: impact on image access systems, pp.7-19, ASIS Monograph Series, Information Today, Inc., Medford, NJ, 1994.

LINK [51] D. Frohlich, A. Kuchinsky, C. Pering, A. Don, and S. Ariss, “Requirements for photoware,” CSCW '02: Proceedings of the 2002 ACM conference on Computer supported cooperative work, New Orleans, Louisiana, USA, pp.166-175, 2002.

LINK [52] B. Shneiderman, B.B. Bederson, and S.M. Drucker, “Find that photo¡: interface strategies to annotate, browse, and share,” Commun. ACM, vol.49, no.4, pp.69-71, 2006.

LINK [53] A.M.Cox, P. Clough, and J.Marlow, “Flickr: a first look at user behaviour in the context of photography as serious leisure,” Information Research, vol.13, no.1, 2008.

LINK [54] “Report on the first NCC image use protocol task force meeting,” 2007. IUP Task Force Meeting.

LINK [55] R.A. Negoescu and D. Gatica-Perez, “Analyzing Flickr groups,” CIVR '08: Proceedings of the 2008 international conference on Content-based image and video retrieval, Niagara Falls, pp.417-426, Jul. 2008.

LINK [56] P. Clough, J. Karlgren, and J. Gonzalo, “Multilingual interactive experiments with Flickr,” Proceedings of Workshop on New Text-wikis and blogs and other dynamic text sources, Trento, Italy, 2006.

LINK [57] D. Okabe, “Social practice of camera phone in japan,” First Workshop on Pervasive Image Capture and Sharing, In Conjunction with Ubicomp'05, 2005.

LINK [58] S. Thieme, “Personal communication (27 Oct. 2008).”

LINK [59] M. Inoue, “The remarkable search topic-finding task to share success stories of cross-language information retrieval,” New Directions in Multilingual Information Access: A Workshop at SIGIR 2006, Seattle, USA, pp.61-64, August 2006.

LINK