Title :
Calibrate kinect to use in computer vision, simplified and precise
Author :
Davoodianidaliki, M. ; Saadatseresht, Mohammad
Author_Institution :
Dept. of Geomatics, Univ. of Tehran, Tehran, Iran
Abstract :
Visual sensors, active or passive, play an important role in computer vision and in visual sensors, calibration is of utmost importance. Kinect as a new developed sensor for use as a Natural User Interface is being utilized in different fields especially CV. This integrated system beside other sensors, contains two visual sensors of active and passive that demands a process of calibration. Among different methods of calibration, image-based calibration for data-fusion purposes, has lowest computational cost and can be quite simple and precise. In this study, 2 different methods, consisting of a physical interior distortion model and an eight parameters registration equation have been proposed. Besides computed parameters and their precision, a table of distortion values is introduced that can be used in registration level. Finally to evaluate chosen proposed method, a simple registration of processed data is utilized and results are discussed.
Keywords :
calibration; computer vision; image fusion; image sensors; user interfaces; Kinect calibration; active visual sensors; computer vision; data-fusion; distortion values; eight parameter registration equation; image-based calibration; natural user interface; passive visual sensors; physical interior distortion model; processed data registration; Calibration; Cameras; Computational modeling; Computer vision; Equations; Mathematical model; Sensors; Calibration; Computer Vision; Kinect; Sensor distortion modeling;
Conference_Titel :
Machine Vision and Image Processing (MVIP), 2013 8th Iranian Conference on
Conference_Location :
Zanjan
Print_ISBN :
978-1-4673-6182-8
DOI :
10.1109/IranianMVIP.2013.6780001