학술논문

Analysis of shapes to measure surfaces: An approach for detection of deformations
Document Type
Conference
Source
2015 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO) Informatics in Control, Automation and Robotics (ICINCO), 2015 12th International Conference on. 02:60-65 Jul, 2015
Subject
Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Robots
Histograms
Eigenvalues and eigenfunctions
Three-dimensional displays
Deformable models
Shape
Computational modeling
3D Shape
Surface
Curvature
Surface Normal
Geometric Modelling
Deformations Visual Perception
Language
Abstract
This paper presents a method to analyse 3D planar surfaces and to measure variations on it. The method is oriented to the detection of deformations on the elastic object surfaces formed by flat faces. These deformations are usually caused when two bodies, a solid and another elastic object, come in contact and there are contact pressures among their faces. Our method describes a strategy to model the shape of deformation using a mathematical approach based on two concepts: Histogram and Map of curvature. In particular, we describe the algorithm for deformations in order to use it in visual control and inspection tasks for manipulation processes with robot hands. Several experiments and their results are shown to evaluate the validity and robustness of the method to detect and measure deformations in grasping tasks. To do it, some virtual scenarios were created to simulate contacts with fingers of a hand robot.