DocumentCode
651155
Title
An application of parameter extraction for AGV navigation based on computer vision
Author
Jian Kang ; Jeisung Lee ; Hyukmin Eum ; Chang-Ho Hyun ; Mignon Park
Author_Institution
Sch. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fYear
2013
fDate
Oct. 30 2013-Nov. 2 2013
Firstpage
622
Lastpage
626
Abstract
In this paper we realize an application of a computer vision method to acquire some basic information to control the Automated Guided Vehicles (AGV). Firstly, we design markers refer to some special meanings (such as “Go Straight”, “Left Tum”, “Right Tum” and “Stop”). Secondly, we use camera to capture the markers, using HOG feature and classify the markers with SVM predictor. After that we calculate the distance and deviation angel from the markers to the AGV. Finally, we send the information to the AGV and control the movement of it.
Keywords
automatic guided vehicles; computer vision; navigation; path planning; support vector machines; AGV navigation; HOG feature; SVM predictor; automated guided vehicles; computer vision method; parameter extraction; AGV; HOG; SVM; computer vision;
fLanguage
English
Publisher
ieee
Conference_Titel
Ubiquitous Robots and Ambient Intelligence (URAI), 2013 10th International Conference on
Conference_Location
Jeju
Print_ISBN
978-1-4799-1195-0
Type
conf
DOI
10.1109/URAI.2013.6677408
Filename
6677408
Link To Document