User-centered EEG-based multimedia quality assessment

IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB

Volumn , Issue , 2013, Pages

  Moldovan, Arghir Nicolae ^a   Ghergulescu, Ioana ^a   Weibelzahl, Stephan ^a   Muntean, Cristina Hava ^a  

^a NATIONAL COLLEGE OF IRELAND   (Ireland)

Author keywords

EEG; multimedia quality assessment; objective quality metrics; Quality of Experience; subjective assessment methods

Indexed keywords

MULTIMEDIA SYSTEMS; QUALITY OF SERVICE;

MULTIMEDIA QUALITY; MULTIMEDIUM QUALITY ASSESSMENT; OBJECTIVE QUALITIES; OBJECTIVE QUALITY METRIC; QUALITY ASSESSMENT; QUALITY METRICES; QUALITY OF EXPERIENCE; SUBJECTIVE ASSESSMENT METHOD; SUBJECTIVE ASSESSMENTS; USER-CENTRED;

MULTIMEDIA SERVICES;

EID: 84887839782     PISSN: 21555044     EISSN: 21555052     Source Type: Conference Proceeding    
DOI: 10.1109/BMSB.2013.6621743     Document Type: Conference Paper

References (38)

1. Cisco Systems, Inc., 'Cisco Visual Networking Index: Forecast and Methodology, 2011-2016', 30-May-2012. [Online]. Available: http://www.cisco.com/ en/US/solutions/collateral/ns341/ns525/ns537/ns 705/ns827/white-paper-c11- 481360.pdf. [Accessed: 15-Dec-2012].
2. Google Inc., 'The New Multi-Screen World', Aug-2012. [Online]. Available: http://www.thinkwithgoogle.com/insights/featured/newmulti-screen-world-insight/ . [Accessed: 15-Dec-2012].
3. G. Ghinea and S. Y. Chen, 'Measuring quality of perception in distributed multimedia: Verbalizers vs. imagers', Computers in Human Behavior, vol. 24, no. 4, pp. 1317-1329, Jul. 2008.
4. R. Trestian, A.-N. Moldovan, C. H. Muntean, O. Ormond, and G.-M. Muntean, 'Quality Utility modelling for multimedia applications for Android Mobile devices', in 7th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2012), Seoul, Korea, 2012, pp. 1-6.
5. B. Ciubotaru, G.-M. Muntean, and G. Ghinea, 'Objective Assessment of Region of Interest-Aware Adaptive Multimedia Streaming Quality', IEEE Trans. on Broadcast., vol. 55, no. 2, pp. 202-212, Jun. 2009.
6. A.-N. Moldovan and C. H. Muntean, 'Subjective Assessment of BitDetect-A Mechanism for Energy-Aware Multimedia Content Adaptation', IEEE Transactions on Broadcasting, vol. 58, no. 3, pp. 480-492, 2012.
7. A.-N. Moldovan and C. H. Muntean, 'Towards Personalised and Adaptive Multimedia in M-learning Systems', in Proceedings of 16th World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education (E-Learn 2011), Chesapeake, VA, USA, 2011, pp. 782-791.
8. C. H. Muntean and J. McManis, 'End-User Quality of Experience Oriented Adaptive E-learning System', Journal of Digital Information, vol. 7, no. 1, 2006.
9. G.-M. Muntean, P. Perry, and L. Murphy, 'Objective and subjective evaluation of QOAS video streaming over broadband networks', IEEE Trans. Netw. Serv. Manage., vol. 2, no. 1, pp. 19-28, Nov. 2005.
10. ITU-T, 'P.910: Subjective video quality assessment methods for multimedia applications', International Telecommunication Union, Geneva, Switzerland, Apr. 2008.
11. ITU-T, 'P.911: Subjective audiovisual quality assessment methods for multimedia applications', International Telecommunication Union, Geneva, Switzerland, Dec. 1998.
12. ITU-T, 'P.10/G.100 Amendment 2: New definitions for inclusion in Recommendation ITU-T P.10/G.100-Vocabulary for performance and quality of service', International Telecommunication Union, Geneva, Switzerland, Jul. 2008.
13. T. C. M. de Koning, P. Veldhoven, H. Knoche, and R. E. Kooij, 'Of MOS and men: bridging the gap between objective and subjective quality measurements in mobile TV', in Proceedings of Multimedia on Mobile Devices 2007, IS&T/SPIE Symposium on Electronic Imaging, San Jose, CA, USA, 2007, vol. 6507, p. 11.
14. D. Strohmeier, S. Jumisko-Pyykkö, and K. Kunze, 'Open Profiling of Quality: A Mixed Method Approach to Understanding Multimodal Quality Perception', Advances in Multimedia, vol. 2010, pp. 1-28, 2010.
15. D. Strohmeier, S. Jumisko-Pyykkö, K. Kunze, and M. Bici, 'The Extended-OPQ Method for User-Centered Quality of Experience Evaluation: A Study for Mobile 3D Video Broadcasting over DVB-H', EURASIP Journal on Image and Video Processing, vol. 2011, no. 1, p. 538294, Feb. 2011.
16. S. Winkler and P. Mohandas, 'The Evolution of Video Quality Measurement: From PSNR to Hybrid Metrics', IEEE Transactions on Broadcasting, vol. 54, no. 3, pp. 660-668, 2008.
17. S. Chikkerur, V. Sundaram, M. Reisslein, and L. J. Karam, 'Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison', IEEE Transactions on Broadcasting, vol. 57, no. 2, pp. 165-182, Jun. 2011.
18. E. Harmon-Jones and D. M. Amodio, 'Electroencephalographic methods in psychology', H. Cooper, P. M. Camic, D. L. Long, A. T. Panter, D. Rindskopf, and K. J. Sher, Eds. Washington, DC, US: American Psychological Association, 2012, pp. 503-522.
19. K. S. Park, H. Choi, K. J. Lee, J. Y. Lee, K. O. An, and E. J. Kim, 'Emotion recognition based on the asymmetric left and right activation', pp. 201-209, 2011.
20. P. C. Petrantonakis and L. J. Hadjileontiadis, 'Emotion Recognition From EEG Using Higher Order Crossings', pp. 186-197, Mar. 2010.
21. D. Nie, X.-W. Wang, L.-C. Shi, and B.-L. Lu, 'EEG-based emotion recognition during watching movies', presented at the 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER), 2011, pp. 667-670.
22. A. Belle, R. Hobson, and K. Najarian, 'A physiological signal processing system for optimal engagement and attention detection', presented at the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW), 2011, pp. 555-561.
23. L. Shen, M. Wang, and R. Shen, 'Affective e-learning: Using "emotional" data to improve learning in pervasive learning environment', pp. 176-189, 2009.
24. E. T. Mampusti, J. S. Ng, J. J. I. Quinto, G. L. Teng, M. T. C. Suarez, and R. S. Trogo, 'Measuring Academic Affective States of Students via Brainwave Signals', presented at the 2011 Third International Conference on Knowledge and Systems Engineering (KSE), 2011, pp. 226-231.
25. A. Yazdani, J.-S. Lee, and T. Ebrahimi, 'Implicit emotional tagging of multimedia using EEG signals and brain computer interface', in Proceedings of the first SIGMM workshop on Social media, New York, NY, USA, 2009, pp. 81-88.
26. S. Scholler, S. Bosse, M. S. Treder, B. Blankertz, G. Curio, K.-R. Muller, and T. Wiegand, 'Toward a Direct Measure of Video Quality Perception Using EEG', IEEE Transactions on Image Processing, vol. 21, no. 5, pp. 2619-2629, May 2012.
27. S. Arndt, J. Antons, R. Schleicher, S. Moller, and G. Curio, 'Perception of low-quality videos analyzed by means of electroencephalography', in 2012 Fourth International Workshop on Quality of Multimedia Experience (QoMEX), 2012, pp. 284-289.
28. R. Kuber and F. P. Wright, 'Augmenting the Instant Messaging Experience through the Use of BCI and Gestural Technologies', 2012.
29. D. Cernea, A. Kerren, and A. Ebert, 'Detecting Insight and Emotion in Visualization Applications with a Commercial EEG Headset', 2011.
30. M. Petersen, C. Stahlhut, A. Stopczynski, J. Larsen, and L. Hansen, 'Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources', S. D'Mello, A. Graesser, B. Schuller, and J.-C. Martin, Eds. Springer Berlin/Heidelberg, 2011, pp. 578-587.
31. G. N. Ranky and S. Adamovich, 'Analysis of a commercial EEG device for the control of a robot arm', presented at the Bioengineering Conference, Proceedings of the 2010 IEEE 36th Annual Northeast, 2010, pp. 1-2.
32. J. Gonzalez-Sanchez, M. E. Chavez-Echeagaray, R. Atkinson, and W. Burleson, 'ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework', presented at the 2011 9th Working IEEE/IFIP Conference on Software Architecture (WICSA), 2011, pp. 187-193.
33. I. Ghergulescu, 'Automatic Non-Disturbing Motivation Monitoring in Game-based E-learning through Player Behaviour and EEG', Ph.D. Thesis, National College of Ireland, Dublin, Ireland, 2013.
34. S. Davis, E. Cheng, I. Burnett, and C. Ritz, 'Multimedia user feedback based on augmenting user tags with EEG emotional states', in 2011 Third International Workshop on Quality of Multimedia Experience (QoMEX), 2011, pp. 143-148.
35. D. Hasler and S. E. Suesstrunk, 'Measuring colorfulness in natural images', pp. 87-95, Jun. 2003.
36. S. Winkler, 'Analysis of Public Image and Video Databases for Quality Assessment', IEEE Journal of Selected Topics in Signal Processing, vol. 6, no. 6, pp. 616-625, Oct. 2012.
37. A. Molnar and C. H. Muntean, 'Cost-Oriented Adaptive Multimedia Delivery', IEEE Transactions on Broadcasting, vol. Early Access Online, 2013.
38. ITU-R, 'BT.500-12: Methodology for the subjective assessment of the quality of television pictures', International Telecommunication Union, Geneva, Switzerland, Sep. 2009.