TY - GEN
T1 - Resolution enhancement of ROI from surveillance video using Bernstein interpolation
AU - Kim, Minjae
AU - Ko, Hanseok
PY - 2011
Y1 - 2011
N2 - In visual surveillance system, a small region-of-interest (ROI) is in most cases set for the target to detect, track, and recognize. In this paper, we propose novel image restoration algorithm using stochastic data regularization (i.e. Bernstein interpolation) in real world surveillance video. We firstly demonstrate the capability of Bernstein function for image enhancement technique such as denoising or deblurring. In addition, a promising approach for Super Resolution algorithm via Bernstein interpolation is also proposed. Representative experimental results prove the effectiveness of the proposed method for ROI from synthetic and real image sequences.
AB - In visual surveillance system, a small region-of-interest (ROI) is in most cases set for the target to detect, track, and recognize. In this paper, we propose novel image restoration algorithm using stochastic data regularization (i.e. Bernstein interpolation) in real world surveillance video. We firstly demonstrate the capability of Bernstein function for image enhancement technique such as denoising or deblurring. In addition, a promising approach for Super Resolution algorithm via Bernstein interpolation is also proposed. Representative experimental results prove the effectiveness of the proposed method for ROI from synthetic and real image sequences.
UR - http://www.scopus.com/inward/record.url?scp=80054002568&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80054002568&partnerID=8YFLogxK
U2 - 10.1109/AVSS.2011.6027346
DO - 10.1109/AVSS.2011.6027346
M3 - Conference contribution
AN - SCOPUS:80054002568
SN - 9781457708459
T3 - 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2011
SP - 331
EP - 336
BT - 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2011
T2 - 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2011
Y2 - 30 August 2011 through 2 September 2011
ER -