Apply GPCA to Motion Segmentation

• 作者: Hongchuan Yu Jian Jun Zhang
• 来源期刊: 智能学习系统与应用(英文)
• 学科: 工学
• 关键词: GENERALIZED PCA MOTION SEGMENTATION LAYER ORDERING
• 年，卷（期）: 2011,（1）
• 页码范围: 45-54
• 页数: 10页
• 分类号: TP39

摘要

In this paper, we present a motion segmentation approach based on the subspace segmentation technique, the genera-lized PCA. By incorporating the cues from the neighborhood of intensity edges of images, motion segmentation is solved under an algebra framework. Our main contribution is to propose a post-processing procedure, which can detect the boundaries of motion layers and further determine the layer ordering. Test results on real imagery have confirmed the validity of our method.