Semi-automatic photo annotation strategies using event based clustering and clothing based person recognition

Adobe Photoshop Album, 2006. Adobe Systems Incorporated., www.adobe.com/products/photoshopalbum. Barron, 2001, Estimating anthropometry and pose from a single image, Comput. Vis. Image Und., 81, 269, 10.1006/cviu.2000.0888 Bederson, B.B. 2001. PhotoMesa: A Zoomable Image Browser Using Quantum Treemaps and Bubblemaps. UIST 2001, ACM Symposium on User Interface Software and Technology, CHI Letters, ACM Press, 3(2), 71–80. Bhattacharya, 1943, On a measure of divergence between two statistical populations defined by their probability distributions, Bull. Calcutta Maths Soc., 35, 99 Cockburn, C., Gutwin, C., Alexander, J. 2006. Faster document navigation with space filling thumbnails. In: Proceedings of the ACM CHI 2006 Conference on Human Factors in Computer Systems. ACM Press, pp. 1–10. Cooper, M., Foote, J., Girgensohn, A., Wilcox, L. 2003. Temporal Event Clustering for Digital Photo Collections. In: Proceedings of the 11th ACM International Conference on Multimedia, (MM 03). ACM, 1 (3), pp. 269–288. Faloutsos, 1994, Efficient and effective querying by image content, J. Intell. Inf. Syst., 3, 231, 10.1007/BF00962238 Flickr, 2005. Yahoo! Incorporated, www.flickr.com. Gargi, Ullas. 2003. Consumer Media Capture: Time-Based Analysis and Clustering, Hewlett-Packard Tech. Report HPL-2003-165. Girgensohn, A., Adcock, J., Cooper, M., Foote, J., Wilcox, L. 2003. Simplifying the Management of Large Photo Collections. Human–Computer Interaction, INTERACT 03, IOS Press, 196–203. Girgensohn, A., Adcock, J., Wilcox, L. 2004. Leveraging face recognition technology to find and organize photos. In: Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, ACM Press, pp. 99–106. Graham, 2002, Time as essence for photo browsing through personal digital libraries, 326 JEITA (Japan electronic and information technology industries association). (2002). Exchangeable image file format for digital still cameras: Exif Version 2.2 www.exif.org. Kang, H., Bederson, B.B., & Suh, B. (accepted for publication). Innovative GUIs for Dynamic Digital Image Management. Int. J. Human–Computer Interact., Lawrence Erlbaum Associates. Kang, 2003, Personal media exploration with semantic regions, 668 Kang, 2000, Visualization methods for personal photo collections: browsing and searching in the photoFinder, vol. 3, 1539 Koenemann, 1996, A case for interaction: a study of interactive information retrieval behavior and effectiveness, 205 Kohonen, 1989 Kuchinsky, 1999, FotoFile: a consumer multimedia organization and retrieval system, 496 Leung, L., Zhang, J.S., Xu, Z.B. 2000. Clustering by Scale-space Filtering, IEEE Trans. On Pattern Analysis and Machine Intelligence, 22(12), IEEE, 1396–1410. Lienhart, R., Maydt, J. 2002. An Extended Set of Haar-like Features for Rapid Object Detection. IEEE ICIP 2002, IEEE, vol. 1, 900–903. Loui, 2000, Automatic image event segmentation and quality screening for albuming applications, 1125 Naaman, 2005, Leveraging context to resolve identity in photo albums, 178 Naaman, 2004, Automatic organization for digital photographs with geographic coordinates, 53 Open CV, Open Source Computer Vision Library, Intel Inc. www.intel.com/research/mrl/research/opencv. Phillips, P.J., Grother, P.J., Michaels, R.J., Blackburn, D.M., Tabassi, E., Bone, J.M. 2003. Face recognition vendor test (2002): Evaluation report, NISTIR 6965, NIST, Gaithersburg, MD. Picasa, 2006. Google Inc. www.picasa.com. Platt, J.C., Czerwinski, M., Field, B. 2002. PhotoTOC: Automatic Clustering for Browsing Personal Photographs, Microsoft Research Technical Report MSR-TR-2002-17. Rodden, 2003, How do people manage their digital photographs?, 409 Rosales, 2000, Inferring body pose without tracking body parts, vol. 2, 721 Riya.com, 2005. Ojos Incorporated. www.riya.com. Shen, 2001, Personal digital historian: user interface design, 29 Shen, 2000, Giving meanings to WWW images, 39 Silverman, 1986, vol. 26 Tuffield, M., Harris, S., Dupplaw, D.P., Chakravarthy, A., Brewster, C., Gibbins, N., O’Hara, K., Ciravegna, F., Sleeman, D., Wilks, Y., Shadbolt, N.R. 2006. Image Annotation with Photocopain, http://eprints.ecs.soton.ac.uk/12004. Suh, B., Ling, H., Bederson, B.B., Jacobs, D.W. 2003. Automatic Thumbnail Cropping and Its Effectiveness, UIST 2003, CHI Letters, 5(2), ACM Press, 94–104. Viola, 2004, Robust real-time object detection, Int. J. Comput. Vis., 57, 137, 10.1023/B:VISI.0000013087.49260.fb Von Ahn, 2006, Peekaboom: a game for locating objects in images, 55 Wenyin, 2001, Semi-automatic image annotation, 326 Yang, 2002, Detecting faces in images: a survey, IEEE Trans. Pattern Anal. Mach. Intell., 24, 34, 10.1109/34.982883 Yoshitaka, 1999, A survey on content-based retrieval for multimedia databases, IEEE Trans. Knowl. Data. Eng., 11, 81, 10.1109/69.755617 Zhao, 2003, Face recognition: a literature survey, ACM comput. surv., 35, 399, 10.1145/954339.954342