TY - GEN
T1 - Object detection in smoke screen interference image sequences based on fractal
AU - Yan, Xiaoke
AU - Zheng, Junjie
AU - Shi, Caicheng
PY - 2011
Y1 - 2011
N2 - In the paper, a new method for the detection of moving weak targets in smoke screen interference image sequences is proposed. Edges in infrared image add a deterministic element to surface height degrading locally the surface fractality and leading to an underestimation of the local fractal dimension (LFD). A different local fractal dimension will be determined at edges even if the two segments incident to the edge have the same LFD. The concept is evaluated by comparing row-mean subtraction filter based on fractal theory with conventional operators such as, median subtraction filter. Results show a similar performance in a low-noise environment and superiority of the fractal operators in a high noise, the algorithms are effectively for smoke screen interference and are easy to be implemented by parallel processing hardware.
AB - In the paper, a new method for the detection of moving weak targets in smoke screen interference image sequences is proposed. Edges in infrared image add a deterministic element to surface height degrading locally the surface fractality and leading to an underestimation of the local fractal dimension (LFD). A different local fractal dimension will be determined at edges even if the two segments incident to the edge have the same LFD. The concept is evaluated by comparing row-mean subtraction filter based on fractal theory with conventional operators such as, median subtraction filter. Results show a similar performance in a low-noise environment and superiority of the fractal operators in a high noise, the algorithms are effectively for smoke screen interference and are easy to be implemented by parallel processing hardware.
KW - box dimension
KW - fractal
KW - row-mean subtraction filter
KW - smoke screen interference
UR - http://www.scopus.com/inward/record.url?scp=84861595761&partnerID=8YFLogxK
U2 - 10.1049/cp.2011.0994
DO - 10.1049/cp.2011.0994
M3 - Conference contribution
AN - SCOPUS:84861595761
SN - 9781849195072
T3 - IET Conference Publications
SP - 225
EP - 228
BT - 4th IET International Conference on Wireless, Mobile and Multimedia Networks, ICWMMN 2011
T2 - 4th IET International Conference on Wireless, Mobile and Multimedia Networks, ICWMMN 2011
Y2 - 27 November 2011 through 30 November 2011
ER -