Title :
Estimation of depth information for micromanipulation based on the high-spatial frequency energy parameter Eh
Author :
Ming, Zeng ; Jian-Xun, Zhang ; Shao-jie, Chen ; Wang Xiang-Hui
Author_Institution :
Inst. of Robotics & Autom. Inf. Syst., Nankai Univ., Tianjin, China
Abstract :
Recovery of depth information plays a key role in the micromanipulation robot system for performing micron or sub-micron orientation and measurement tasks. Based on the model of defocused optical system and combined with characteristics of frequency response curves of defocus optical transfer function (OTF), a new method of estimating the depth information for micro-manipulation is proposed. The depth information can be calculated by using the depth equation derived from a sequence of calibration images when acquiring the energy parameter of the micromanipulator in the certain position. We experiment with the choice of the high-pass cut-off frequency in order to identify the optimum filter for the specific micromanipulation tool. Experimental results show that the method is efficient, robust, and useful in practical applications.
Keywords :
computer vision; image sequences; micromanipulators; optical transfer function; calibration images; defocused optical system; depth equation; depth information estimation; high-spatial frequency energy parameter; micromanipulation robot system; micron measurement; optical transfer function; optimum filter; submicron measurement; submicron orientation; Calibration; Cutoff frequency; Equations; Frequency estimation; Frequency response; Micromanipulators; Optical filters; Performance evaluation; Robots; Transfer functions;
Conference_Titel :
Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
Print_ISBN :
0-7803-8653-1
DOI :
10.1109/ICARCV.2004.1469294