Title :
The Background Generation Scheme Using Image Frame Statistical Comparison Method
Author :
Chen, Wen-Yuan ; Lin, Chang-Sheng ; Yu, Chih-Nan
Author_Institution :
Dept. of Electron. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
Abstract :
This paper develops a background generation scheme for a color video sequence. We use a temperate background in grayscale for training and a formal background in color for object extraction. Besides, we use current frame, previous frame and previous twentieth frame to achieve a well performance color background to avoid suddenly moving. Several test sequences with difference scenes are used to demonstrate that our scheme can generate a real color background.
Keywords :
feature extraction; image colour analysis; image sequences; object detection; statistical analysis; video signal processing; background generation scheme; color video sequence; formal background; image frame statistical comparison method; object extraction; real color background; temperate background; Artificial intelligence; Educational institutions; Equations; Gray-scale; Image color analysis; Mathematical model; Video sequences; background; generation; object extraction; video sequence;
Conference_Titel :
Computer, Consumer and Control (IS3C), 2012 International Symposium on
Conference_Location :
Taichung
Print_ISBN :
978-1-4673-0767-3
DOI :
10.1109/IS3C.2012.223
