Combining image descriptors to effectively retrieve events from visual lifelogs

Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08

Volumn , Issue , 2008, Pages 10-17

  Doherty, Aiden R ^a   Conaire, Ciarán Ó ^a   Blighe, Michael ^a   Smeaton, Alan F ^a   O'connor, Noel E ^a  

^a DUBLIN CITY UNIVERSITY   (Ireland)

Author keywords

Fusion; Image retrieval; Lifelogging; Sensecam

Indexed keywords

DATA SETS; FUSION IMAGE; HUMAN MEMORY; IMAGE DESCRIPTORS; INFORMATION NEED; LIFE LOG; LIFELOGGING; RETRIEVAL PERFORMANCE; SENSECAM; VISUAL INFORMATION; WEARABLE CAMERAS;

IMAGE RETRIEVAL; INFORMATION SERVICES; METHOD OF MOMENTS; MOTION PICTURE EXPERTS GROUP STANDARDS; MULTIMEDIA SYSTEMS; VISUAL COMMUNICATION;

IMAGE FUSION;

EID: 70549100023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1460096.1460100     Document Type: Conference Paper

References (24)

1. H. Bay, T. Tuytelaars, and L. Van Gool. SURF: speeded up robust features. In Proceedings of the 9th European Conference on Computer Vision (ECCV'06), May 2006.
2. G. Bell and J. Gemmell. A digital life. Scientific American, 2007.
3. M. Blighe, A. Doherty, A. Smeaton, and N. ÓConnor. Keyframe detection in visual lifelogs. In PETRA - Conference on Pervasive Technologies Related to Assistive Environments, July 2008.
4. nd International Workshop on Exploiting Context Histories in Smart Environments (Ubicomp 2006), Orange County, CA, 2006.
5. M. Blighe, S. Sav, H. Lee, and N. O' Connor. Mo ḿusaem fíorúil: A web-based search and information service for museum visitors. In International Conference on Image Analysis and Recognition (ICIAR), 2008.
6. D. Byrne, A. R. Doherty, C. Snoek, G. J. Jones, and A. F. Smeaton. Validating the detection of everyday concepts in visual lifelogs. In submission, 2008.
7. D. Byrne, B. Lavelle, A. R. Doherty, G. Jones, and A. F. Smeaton. Using bluetooth and GPS metadata to measure event similarity in SenseCam images. In IMAI'07, pages 1454-1460, Salt Lake City, Utah, 2007.
8. A. R. Doherty, D. Byrne, A. F. Smeaton, G. J. Jones, and M. Hughes. Investigating keyframe selection methods in the novel domain of passively captured visual lifelogs. In CIVR: ACM International Conference on Image and Video Retrieval, Niagara Falls, Canada, 2008. ACM Press.
9. A. R. Doherty and A. F. Smeaton. Automatically segmenting lifelog data into events. In WIAMIS: Workshop on Image Analysis for Multimedia Interactive Services, Klagenfurt, Austria, 2008.
10. E. Fox and J. Shaw. Combination of multiple searches. In TREC 2 : Text REtrieval Conference, Gaithersberg, Maryland, USA, 1993.
11. th International Conference on Ubiquitous Computing, volume 4602 of LNCS, pages 177-193, California, USA, 2006. Springer.
12. th ACM SIGMM international workshop on Multimedia information retrieval, pages 31-38, Berkeley, California, 2003. ACM Press.
13. th ACM SIGMM international workshop on Multimedia information retrieval, Santa Barbara, California, USA, 2006.
14. H. Lee, A. F. Smeaton, N. O' Connor, G. Jones, M. Blighe, D. Byrne, A. Doherty, and C. Gurrin. Constructing a SenseCam visual diary as a media process multimedia systems. Multimedia Systems Journal, Special Issue on Canonical Processes of Media Production (in press), 2008.
15. W.-H. Lin and A. Hauptmann. Structuring continuous video recordings of everyday life using time-constrained clustering. In Multimedia Content Analysis, Management, and Retieval : SPIE IST Electronic Imaging, San Jose, California, USA, 2006.
16. D. Lowe. Object recognition from local scale-invariant features. In International Conference on Computer Vision (ICCV), pages 1150-1157, 1999.
17. D. Lowe. Distinctive image features from scale-invariant keypoints. In International Journal of Computer Vision, volume 60(2), pages 91-110, 2004.
18. M. Montague and J. A. Aslam. Relevance score normalization for metasearch. In CIKM '01: Proceedings of the tenth international conference on Information and knowledge management, pages 427-433, New York, NY, USA, 2001. ACM Press.
19. D. Nistér and H. Stewénius. Scalable recognition with a vocabulary tree. In IEEE Conference on Computer Vision and Pattern Recognition, June 2006.
20. th annual Symposium on Electronic Imaging, 2007.
21. N. O'Hare, H. Lee, S. Cooray, C. Gurrin, G. Jones, J. Malobabic, N. O'Connor, A. F. Smeaton, and B. Uscilowski. Automatic text searching for personal photos. In SAMT 2006, Athens, Greece, 2006.
22. D. Tancharoen, T. Yamasaki, and K. Aizawa. Practical experience recording and indexing of life log video. In CARPE : Second ACM workshop on Capture, Archival and Retrieval of Personal Experiences, Singapore, 2005.
23. E. M. Voorhees. Trec: Continuing information retrieval's tradition of experimentation. Commun. ACM, 50(11):51-54, 2007.
24. Z. Wang, M. Hoffman, P. Cook, and K. Li. Vferretǎ: Content based similarity search tool for continuous archived video. In CARPE, Santa Barbara, California, USA, 2006.