Passively recognising human activities through lifelogging

Computers in Human Behavior

Volumn 27, Issue 5, 2011, Pages 1948-1958

  Doherty, Aiden R ^a   Caprani, Niamh ^a   Conaire, Ciarán Ó ^a   Kalnikaite, Vaiva ^b   Gurrin, Cathal ^a   Smeaton, Alan F ^a   O'Connor, Noel E ^a  

^a DUBLIN CITY UNIVERSITY   (Ireland)

^b GE Digital Energy (Smallworld)   (United Kingdom)

Author keywords

Algorithms; Lifelogging; Psychology; SenseCam; Sociology

Indexed keywords

AUTOMATIC CLASSIFIERS; DIGITAL FORMS; EATING HABITS; HUMAN ACTIVITIES; LIFE LOG; LIFELOGGING; MARKET ANALYSIS; OFFICE WORKERS; PSYCHOLOGY; SENSECAM; SOCIOLOGY; WEARABLE CAMERAS;

OFFICE BUILDINGS; SOCIAL SCIENCES;

BEHAVIORAL RESEARCH;

EID: 79960259995     PISSN: 07475632     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chb.2011.05.002     Document Type: Conference Paper

References (37)

1. A.L. Allen Dredging-up the past: Lifelogging, memory and surveillance New Yorker 2007 38 44
2. Bell, G.; Gemmell, J. (2007). A digital life, Scientific American.
3. G. Bell, and J. Gemmell Total recall: How the e-memory revolution will change everything 2009 Penguin Books
4. M. Bukhin, and M. DelGaudio Waymarkr: Acquiring perspective through continuous documentation MUM '06: Proceedings of the 5th international conference on mobile and ubiquitous multimedia 2006 ACM Press New York, NY, USA 9 doi: http://doi.acm.org/10.1145/1186655.1186664
5. D. Byrne, A.R. Doherty, C.G.M. Snoek, G.J. Jones, and A.F. Smeaton Everyday concept detection in visual lifelogs: Validation, relationships and trends Multimedia Tools and Applications 49 1 2009 119 144
6. Byrne, D.; Lavelle, B.; Doherty, A. R.; Jones, G. J.; Smeaton A. F. (2007). Using bluetooth and GPS metadata to measure event similarity in SenseCam images. In IMAI'07 - 5th international conference on intelligent multimedia and ambient intelligence, pp. 1454-1460.
7. N. Caprani, A.R. Doherty, H. Lee, A.F. Smeaton, N.E. O'Connor, and C. Gurrin Designing a touch-screen SenseCam browser to support an aging population CHI EA '10: Proceedings of the 28th of the international conference extended abstracts on Human factors in computing systems 2010 ACM New York, NY, USA 4291 4296 doi: http://doi.acm.org/10.1145/1753846.1754141
8. M.A. Conway Episodic memory Neuropsychologia 47 2009 2305 2313
9. M.A. Conway, and C.P. Pearce The construction of autobiographical memories in the self memory system Psychological Review 2000 261 288
10. Doherty, A. R.; Moulin, C. J.; Smeaton, A. F. (in press). Automatically assisting human memory: A SenseCam browser, memory. doi: http://doi.acm.org/10. 1145/1735223.1735243.
11. A.R. Doherty, C. Ó Conaire, M. Blighe, A.F. Smeaton, and N.E. O'Connor Combining image descriptors to effectively retrieve events from visual lifelogs MIR '08: Proceeding of the 1st ACM international conference on multimedia information retrieval 2008 ACM New York, NY, USA 10 17 doi: http://doi.acm.org/10.1145/1460096.1460100
12. A.R. Doherty, and A.F. Smeaton Automatically segmenting lifelog data into events WIAMIS: 9th international workshop on image analysis for multimedia interactive services 2008 IEEE Computer Society Washington, DC, USA 20 23
13. J. Froehlich, L. Findlater, and J. Landay The design of eco-feedback technology CHI '10: Proceedings of the 28th international conference on human factors in computing systems 2010 ACM New York, NY, USA 1999 2008 doi: http://doi.acm.org/10.1145/1753326.1753629
14. Gemmell, J.; Wang, Z. (2006). Clean living: Eliminating near-duplicates in lifetime personal storage. Tech. rep.; Microsoft Research Report No. MSR-TR-2006-30.
15. L.L. Hardy, M.L. Booth, and A.D. Okely The reliability of the adolescent sedentary activity questionnaire (ASAQ) Journal of Preventive Medicine 45 1 2007 71 74 (Pubitemid 47007698)
16. Harper, R.; Randall, D.; Smyth, N.; Evans, C.; Heledd, L.; Moore, R. (2007). Thanks for the memory. In HCI 2007 - Proceedings of the 21st BCS HCI group conference.
17. A. Hauptmann, R. Yan, and W.-H. Lin How many high-level concepts will fill the semantic gap in news video retrieval? CIVR '07: Proceedings of the 6th ACM international conference on image and video retrieval 2007 ACM New York, NY, USA 627 634 doi: http://doi.acm.org/10.1145/1282280.1282369 (Pubitemid 350229681)
18. S. Hodges, L. Williams, E. Berry, S. Izadi, J. Srinivasan, and A. Butler Sensecam: A retrospective memory aid UbiComp: 8th international conference on ubiquitous computing LNCS Vol. 4602 2006 Springer Berlin, Heidelberg 177 193 (Pubitemid 44618972)
19. T. Joachims Making large-scale SVM learning practical B. Schölkopf, C. Burges, A. Smola, Advances in Kernel methods - Support vector learning 1999 MIT Press Cambridge, MA 169 184
20. D. Kahneman, A.B. Krueger, D.A. Schkade, N. Schwarz, and A.A. Stone A survey method for characterizing daily life experience: The day reconstruction method Science 306 2004 1776 1780 (Pubitemid 39601395)
21. V. Kalnikaite, A. Sellen, S. Whittaker, and D. Kirk Now let me see where I was: Understanding how lifelogs mediate memory CHI '10: Proceedings of the 28th international conference on human factors in computing systems 2010 ACM New York, NY, USA 2045 2054 doi: http://doi.acm.org/10.1145/1753326.1753638
22. Kelly, P.; Foster, C. (2010). A new technology for measuring our journeys: Results from a pilot study. In 2010 Annual conference of the international society of behavioral nutrition and physical activity.
23. Kumpulainen, S.; Järvelin, K.; Serola, S.; Doherty, A. R.; Smeaton, A. F.; Byrne, D.; et al. (2009). Data collection methods for task-based information access in molecular medicine. In International workshop on mobilizing health information to support healthcare-related knowledge work, pp. 1-10. < http://doras.dcu.ie/2382/ >.
24. M. Law, S. Baptiste, M. McColl, A. Opzoomer, H. Polatajko, and N. Pollock The Canadian occupational performance measure: An outcome measure for occupational therapy Canadian Journal of Occupational Therapy 57 2 1990 82 87
25. Lindley, S. E.; Randall, D.; Sharrock, W.; Glancy, M.; Smyth, N.; Harper, R. (2009). Narrative, memory and practice: tensions and choices in the use of a digital artefact. In BCS-HCI '09: Proceedings of the 23rd British HCI group annual conference on people and computers, British Computer Society, Swinton, UK, pp. 1-9.
26. W.-H. Lin, and A. Hauptmann Structuring continuous video recordings of everyday life using time-constrained clustering Multimedia content analysis, management, and retieval SPIE-IST electronic imaging 6073 2006 111 119
27. S. Mann Wearable computing: A first step toward personal imaging Computer 30 1997 25 32 (Pubitemid 127556432)
28. D.H. Nguyen, G. Marcu, G.R. Hayes, K.N. Truong, J. Scott, and M. Langheinrich Encountering sensecam: Personal recording technologies in everyday life Ubicomp '09: Proceedings of the 11th international conference on ubiquitous computing 2009 ACM New York, NY, USA 165 174 doi: http://doi.acm.org/10.1145/ 1620545.1620571
29. Qiu, Z.; Gurrin, C.; Doherty, A. R.; Smeaton, A. F. (2010). Term weighting approaches for mining significant locations from personal location logs. In CIT 2010 - 10th IEEE international conference on computer and information technology. < http://doras.dcu.ie/15399/ >.
30. S. Reddy, A. Parker, J. Hyman, J. Burke, D. Estrin, and M. Hansen and clustering for participatory sensing: Lessons from a dietsense prototype EmNets '07: Proceedings of the 4th workshop on embedded networked sensors 2007 ACM New York, NY, USA 13 17 doi: http://doi.acm.org/10.1145/1278972.1278975
31. P. Salembier, and T. Sikora Introduction to MPEG-7: Multimedia content description interface 2002 John Wiley & Sons, Inc New York, NY, USA
32. A.J. Sellen, A. Fogg, M. Aitken, S. Hodges, C. Rother, and K. Wood Do life-logging technologies support memory for the past? An experimental study using sensecam CHI '07: Proceedings of the SIGCHI conference on human factors in computing systems 2007 ACM New York, NY, USA 81 90 doi: http://doi.acm.org/10. 1145/1240624.1240636 (Pubitemid 47581587)
33. A.J. Sellen, and S. Whittaker Beyond total capture: A constructive critique of lifelogging Communications of the ACM 53 5 2010 70 77 doi: http://doi.acm.org/10.1145/1735223.1735243
34. A.F. Smeaton, P. Over, and W. Kraaij Evaluation campaigns and TRECVid MIR '06: Proceedings of the 8th ACM international workshop on multimedia information retrieval 2006 ACM Press New York, NY, USA 321 330 doi: http://doi.acm.org/10.1145/1178677.1178722 (Pubitemid 47168230)
35. Snoek, C. G. M.; Everts, I.; Gemert, J. C. V.; Geusebroek, J. M.; Huurnink, B.; Koelma, D.C.; et al. (2007). The MediaMill TRECVID 2007 semantic video search engine. In: TRECVid 2007 - Text REtrieval Conference TRECVid Workshop.
36. Tancharoen, D.; Yamasaki, T.; Aizawa, K. (2006). Practical life log video indexing based on content and context. In Multimedia content analysis, management, and retieval. In Proceedings of SPIE-IST electronic imaging.
37. Tano, S, Takayama, T.; Iwata, M.; Hashiyama, T. (2006). Multimedia informal communication by wearable computer based on real-world context and graffiti. In ICME IEEE international conference on multimedia and expo, pp. 649-652. (Pubitemid 46679800)