Combining computer and human vision into a BCI: Can the whole be greater than the sum of its parts?

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 138-141

  Pohlmeyer, Eric A ^a   Jangraw, David C ^a   Wang, Jun ^a   Chang, Shih Fu ^a   Sajda, Paul ^a  

^a Department of Earth and Environmental Sciences   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASS LABELS; COMPUTER VISION SYSTEM; GRAPH-BASED; HUMAN VISION; IMAGE CONTENT; IMAGE FEATURES; IMAGE RETRIEVAL SYSTEMS; INFORMATION DELIVERY; NOISY LABELS; SINGLE-TRIAL EEG; TRANSDUCTIVE LEARNING;

BRAIN COMPUTER INTERFACE;

COMPUTER VISION;

ALGORITHM; ARTICLE; COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; FACTUAL DATABASE; HUMAN; IMAGE PROCESSING; INFORMATION RETRIEVAL; MAN MACHINE INTERACTION; METHODOLOGY; RECEIVER OPERATING CHARACTERISTIC; REPRODUCIBILITY; SIGNAL PROCESSING; VISION;

ALGORITHMS; DATABASES, FACTUAL; ELECTROENCEPHALOGRAPHY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; MAN-MACHINE SYSTEMS; REPRODUCIBILITY OF RESULTS; ROC CURVE; SIGNAL PROCESSING, COMPUTER-ASSISTED; USER-COMPUTER INTERFACE; VISUAL PERCEPTION;

EID: 78650819886     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5627403     Document Type: Conference Paper

References (12)

1. G. Pfurtscheller, G. R. Mller, J. Pfurtscheller, H. J. Gerner, and R. Rupp, "'thought'-control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia." Neurosci Lett, vol. 351, no. 1, pp. 33-36, Nov 2003.
2. J. J. Daly and J. R. Wolpaw, "Brain-computer interfaces in neurological rehabilitation." Lancet Neurol, vol. 7, no. 11, pp. 1032- 1043, Nov 2008. [Online]. Available: http://dx.doi.org/10.1016/S1474- 4422(08)70223-0
3. J. R. Wolpaw and D. J. McFarland, "Control of a twodimensional movement signal by a noninvasive brain-computer interface in humans." Proc Natl Acad Sci U S A, vol. 101, no. 51, pp. 17 849-17 854, Dec 2004. [Online]. Available: http://dx.doi.org/10.1073/pnas.0403504101
4. L. A. Farwell and E. Donchin, "Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials." Electroencephalogr Clin Neurophysiol, vol. 70, no. 6, pp. 510-523, Dec 1988.
5. L. Fei-Fei, R. Fergus, and P. Perona, "Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories," in Proc. Conf. Computer Vision and Pattern Recognition Workshop CVPRW '04, 2004, p. 178.
6. M. C. Potter and E. I. Levy, "Recognition memory for a rapid sequence of pictures." J Exp Psychol, vol. 81, no. 1, pp. 10-15, Jul 1969.
7. A. D. Gerson, L. C. Parra, and P. Sajda, "Cortically-coupled computer vision for rapid image search," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 14, pp. 174-179, June 2006.
8. P. Sajda, E. Pohlmeyer, J. Wang, L. C. Parra, C. Christoforou, J. Dmochowski, B. Hanna, C. Bahlmann, M. K. Singh, and S.-F. Chang, "In a blink of an eye and a switch of a transistor: Cortically coupled computer vision," vol. 98, no. 3, pp. 462-478, 2010.
9. L. C. Parra, C. Christoforou, A. D. Gerson, M. Dyrholm, A. Luo, M. Wagner, M. G. Philiastides, and P. Sajda, "Spatiotemporal linear decoding of brain state: Application to performance augmentation in high-throughput tasks," IEEE, Signal Processing Magazine, January 2008.
10. G. Griffin, A. Holub, and P. Perona, "Caltech-256 object category dataset," California Institute of Technology, Tech. Rep. 7694, 2007. [Online]. Available: http://authors.library.caltech.edu/7694
11. J. Wang, E. Pohlmeyer, B. Hanna, Y.-G. Jiang, P. Sajda, and S.- F. Chang, "Brain state decoding for rapid image retrieval," in MM '09: Proceedings of the seventeen ACM international conference on Multimedia. New York, NY, USA: ACM, 2009, pp. 945-954.
12. J. Wang, Y.-G. Jiang, and S.-F. Chang, "Label diagnosis through self tuning forweb image search," in Proc. IEEE Conf. Computer Vision and Pattern Recognition CVPR 2009, 2009, pp. 1390-1397.