Title :
Compensation method of binocular vision image with UUV roll and pitch
Author :
Yupeng Li ; Ying Liu ; Ping Huang
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., Harbin, China
Abstract :
When unmanned underwater vehicle (UUV) uses the binocular camera to search and positioning underwater operation target, its roll and pitch will lead to the pose and depth errors of visual images. As a result, the localization accuracy will be reduced. Therefore, real-time correction and compensation are necessary. To cope with this problem, a virtual image affine transformation method is utilized in this paper. First, we calculate camera´s optical center coordinate offsets and the main optical axis angle according to UUV physical size, the installation factors of binocular camera and the information of UUV roll and pitch angles. Then the homogeneous equation of image correction and compensation is established to make the virtual affine transformation. Finally, visual image deviation is compensated caused by the UUV roll and pitch. Tank simulation test is performed to demonstrate the feasibility and effectiveness of the proposed method. Simulation results verify that the developed approach can guarantee high accuracy and meet good real-time performance demand of visual servo control.
Keywords :
affine transforms; cameras; compensation; computer vision; remotely operated vehicles; underwater vehicles; visual servoing; UUV physical size; UUV roll and pitch; binocular camera; binocular vision image; compensation method; depth error; homogeneous equation; image compensation; image correction; localization accuracy; optical axis angle; optical center coordinate offset; positioning underwater operation target; real-time correction; tank simulation test; unmanned underwater vehicle; virtual affine transformation; virtual image affine transformation method; visual image deviation; visual servo control; Adaptive optics; Cameras; Machine vision; Optical attenuators; Optical imaging; Optical sensors; Visualization; Affine Transformation; Image Compensation; Roll and Pitch; UUV;
Conference_Titel :
Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-7097-1
DOI :
10.1109/ICMA.2015.7237854