TY - GEN
T1 - A fusion approach for image triage using single trial ERP detection
AU - Huang, Yonghong
AU - Erdogmus, Deniz
AU - Mathan, Santosh
AU - Pavel, Misha
PY - 2007
Y1 - 2007
N2 - This paper addresses the problem of conducting visual target search on a large set of images. We use Electroencephalography to detect targets and apply a fusion approach combining neurophysiologic signals and overt physical responses to achieve high target detection accuracy We conducted an experimental evaluation of the method using trained human experts to find target objects in broad area satellite images. Based on the fusion results, we applied spatial target likelihood maps to present the estimated target locations in the images. The results demonstrate the efficacy of the method on multiple subjects.
AB - This paper addresses the problem of conducting visual target search on a large set of images. We use Electroencephalography to detect targets and apply a fusion approach combining neurophysiologic signals and overt physical responses to achieve high target detection accuracy We conducted an experimental evaluation of the method using trained human experts to find target objects in broad area satellite images. Based on the fusion results, we applied spatial target likelihood maps to present the estimated target locations in the images. The results demonstrate the efficacy of the method on multiple subjects.
UR - http://www.scopus.com/inward/record.url?scp=34548720342&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34548720342&partnerID=8YFLogxK
U2 - 10.1109/CNE.2007.369712
DO - 10.1109/CNE.2007.369712
M3 - Conference contribution
AN - SCOPUS:34548720342
SN - 1424407923
SN - 9781424407927
T3 - Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering
SP - 473
EP - 476
BT - Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering
T2 - 3rd International IEEE EMBS Conference on Neural Engineering
Y2 - 2 May 2007 through 5 May 2007
ER -