语义值驱动的三维直立状态人体模型变形

doi:10.16182/j.issn1004731x.joss.17DEA-007

系统仿真学报 ›› 2019, Vol. 31 ›› Issue (3): 476-485.doi: 10.16182/j.issn1004731x.joss.17DEA-007

语义值驱动的三维直立状态人体模型变形

任洋甫^1,2, 普园媛^1,*, 徐丹¹, 钱文华¹

1. 云南大学信息学院,云南昆明 650091;
2. 青海大学计算机技术与应用系,青海西宁 810016

收稿日期:2016-05-20 发布日期:2019-11-20
作者简介:任洋甫(1988-),男,陕西西安,硕士,助教,研究方向为计算机图像处理。
基金资助:
国家自然科学基金(61163019,61271361,61462093),云南省应用基础研究计划项目(2014FA021,2014FB113),云南省教育厅科学研究基金产业化培育项目(2016CYH03)

Semantic Value-driven 3D Upright Posture Figure Model Transformation

Ren Yangfu^1,2, Pu Yuanyuan^1,*, Xu Dan¹, Qian Wenhua¹

1. Information School, Yunnan University, Kunming 650091, China;
2. Department of Computer Technology and Application, Qinghai Universiry, Xining 810016, China

Received:2016-05-20 Published:2019-11-20

摘要/Abstract

摘要： 在医疗设备,服装设计,电影制作和电脑游戏中三维人体模型是不可或缺的元素,但是通过扫描等途径直接获取的人体模型在很多环境下并不能直接运用,因此需要对模型根据所处环境进行适度变形。研究三维人体模型变形方法,引入语义驱动模型的变形。通过测量模型骨骼关节点位置并得到身高、腿长及肩高等模型语义值,对模型进行PCA降维,建立模型语义值与模型矩阵之间的映射关系,调整相关语义值获得相应PCA权值,并且将PCA权值重新映射到模型矩阵得到变形后的模型。

关键词: 三维模型变形, 关节点提取, 语义值测量, PCA降维, 语义变形

Abstract: In medical equipment, clothing design, film production and computer games, 3D human body model is an indispensable element, but directly obtaining it by means of scanning the human body model does not directly apply in many environments, so we need to moderate deformation model according to the environment. The operation difficulty of the model of deformation is considered, and the deformation effect is achieved. For studying the 3D human body model deformation problem, the deformation of semantic driven model is introduced. Semantic values of height, leg length and shoulder height were obtained by measuring the position of joint points in the model skeleton so as to adjust model related semantic values and get the deformation of the model.

Key words: 3D model deformation, key point extraction, semantic value measurement, PCA reduction dimension, semantic deformation

中图分类号:

TP391.9

任洋甫, 普园媛, 徐丹, 钱文华. 语义值驱动的三维直立状态人体模型变形[J]. 系统仿真学报, 2019, 31(3): 476-485.

Ren Yangfu, Pu Yuanyuan, Xu Dan, Qian Wenhua. Semantic Value-driven 3D Upright Posture Figure Model Transformation[J]. Journal of System Simulation, 2019, 31(3): 476-485.

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语义值驱动的三维直立状态人体模型变形

Semantic Value-driven 3D Upright Posture Figure Model Transformation

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