Title :
Foreground Extraction in Video Based on Edge-Based Robust Principal Component Analysis
Author :
Thuong-Khanh Tran ; Ngoc-Nam Bui ; Jin-young Kim
Author_Institution :
Dept. of ECE, Chonnam Nat. Univ., Gwangju, South Korea
Abstract :
In video processing, background and foreground extraction are still interesting problem. It can be useful for object locating in video. In this paper, we propose a new method based on Edge-based Robust Principal Component Analysis to extract foreground information. The experimental results ensure its has high accuracy and efficient processing time.
Keywords :
principal component analysis; video signal processing; edge-based robust principal component analysis; foreground information extraction; video processing; Accuracy; Educational institutions; Image edge detection; Lighting; Noise; Principal component analysis; Robustness;
Conference_Titel :
IT Convergence and Security (ICITCS), 2014 International Conference on
Conference_Location :
Beijing
DOI :
10.1109/ICITCS.2014.7021771