The Laser Color Detection for 3D Range Scanning Using Gaussian Mixture Model

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F15%3A39900490" target="_blank" >RIV/00216275:25530/15:39900490 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7129023&newsearch=true&queryText=The%20Laser%20Color%20Detection%20for%203D%20Range%20Scanning%20Using%20Gaussian%20Mixture%20Model" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7129023&newsearch=true&queryText=The%20Laser%20Color%20Detection%20for%203D%20Range%20Scanning%20Using%20Gaussian%20Mixture%20Model</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/RADIOELEK.2015.7129023" target="_blank" >10.1109/RADIOELEK.2015.7129023</a>

Result language
angličtina
Original language name
The Laser Color Detection for 3D Range Scanning Using Gaussian Mixture Model
Original language description
Lasers are widely used in measurement systems, health care and in electrical engineering in general. One recent area in measurement represents 3D range scanning. The accurate laser line detection is crucial for their precision. In this paper we would like to introduce a new method of the color-based laser line detection by using felicitous Gaussian mixture model (GMM). Detection algorithm process a static image captured by camera. There are several advantages of using this sophisticated model. The colorsegmentation process is able to deal with saturation, different laser intensity, darker objects and ambient daylight. Various color models it is possible to use in modeling process. For laser color detection we are using two basic color models, RGB andHSV. The paper includes a rigorous comparative evaluation of the two aforementioned color models in a segmentation colored laser line. Results of 3D range scanning are compared and recommendations for using color GMM segmentation are ment
Czech name
—
Czech description
—

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 25th International Conference Radioelektronika, RADIOELEKTRONIKA 2015
ISBN
9781479981175
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
248-253
Publisher name
IEEE (Institute of Electrical and Electronics Engineers)
Place of publication
New York
Event location
Pardubice
Event date
Apr 21, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

Similar results(10)