Title :
Moving object detection and extraction in serial image
Author :
Wang, Liang ; Liu, Yongxin
Author_Institution :
Coll. of Electron. Inf. Eng., Inner Mongolia Univ., Hohhot, China
Abstract :
A moving object detection and extraction algorithm for serial video images is studied in this paper, and also is simulated on computer. Using the background difference method obtain the object. First, established a background model based on Gauss statistical through several serial images, and then differ current image with rebuilt background to extract the moving object, Morphology filter is used to wipe off the yawp. The simulation results indicated that the algorithm is efficient, and receives the better results.
Keywords :
Gaussian processes; feature extraction; filtering theory; image motion analysis; object detection; video signal processing; Gauss statistics; background difference method; image extraction; morphology filter; moving object detection; serial video image; Data mining; Educational institutions; Estimation; Image reconstruction; Morphology; Object detection; Object recognition; Image object; Morphology Filter; Moving object detection; Object recognition;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100284
