Shape classification based on singular value decomposition transform

• 作 者: SHAABAN Zyad ARIF Thawar BABA
• 机 构: FacultyofInformationTechnologyAppliedScienceUniversity
• 出 处: 重庆邮电大学学报：自然科学版
• 发表日期: 2009年2期
• 关键词: 奇异值分解 形状分类 分解变换 分类系统 欧氏距离变换 特征提取 黑白图像 近邻分类 shape classification distance transf
• 基金项目: AcknowledgmentThis paper received financial support towards the cost of its publication from the Deanship of Research and Graduate Studies at Applied Science University, Amman, Jordan.

In this paper, a new shape classification system based on singular value decomposition (SVD) transform using nearest neighbour classifier was proposed. The gray scale image of the shape object was converted into a black and white image. The squared Euclid