A Modified Technique for 3D Camera Calibration

被引:0
作者
Badalkhani, S. [1 ]
Badamchizadeh, M. A. [1 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
来源
2014 IEEE 23RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE) | 2014年
关键词
Camera Calibration; SURF features; Stereo Vision; Edge Mapping;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a modified technique for 3D camera calibration is applied on a stereo-camera, in order to get accurate depth information of a desired object on the scene. The technique requires observing a scene or a planar pattern with known geometry at some different orientations. A curvature based corner detection technique is applied to detect both fine and coarse features at low computational cost to obtain the intrinsic and extrinsic parameters of cameras and achieve the translation between the world and image coordinates. SURF matching approach is aimed for optimizing the translation rule from the image to spatial coordinates by using a set of rotation-invariant interest points on stereo images. The result together with accuracy and calculation speed is reported.
引用
收藏
页码:1914 / 1919
页数:6
相关论文
共 17 条
[1]  
[Anonymous], 1980, IMAGE UNDERSTANDING
[2]   3D photography on your desk [J].
Bouguet, JY ;
Perona, P .
SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION, 1998, :43-50
[3]  
Ganapathy S., 1984, International Conference on Robotics, P130
[4]  
Harris C., 1988, ALVEY VISION C, P147151
[5]   Corner detector based on global and local curvature properties [J].
He, Xiao Chen ;
Yung, Nelson H. C. .
OPTICAL ENGINEERING, 2008, 47 (05)
[6]   A four-step camera calibration procedure with implicit image correction [J].
Heikkila, J ;
Silven, O .
1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, :1106-1112
[7]   Gray-level corner detection [J].
Kitchen, Les ;
Rosenfeld, Azriel .
PATTERN RECOGNITION LETTERS, 1982, 1 (02) :95-102
[8]   CAMERA MODELS BASED ON DATA FROM 2 CALIBRATION PLANES [J].
MARTINS, HA ;
BIRK, JR ;
KELLEY, RB .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1981, 17 (02) :173-180
[9]   A THEORY OF MULTISCALE, CURVATURE-BASED SHAPE REPRESENTATION FOR PLANAR CURVES [J].
MOKHTARIAN, F ;
MACKWORTH, AK .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (08) :789-805
[10]  
Moravec H.P., 1977, Techniques towards automatic visual obstacle avoidance