Title :
On depth smoothing and fake laser rangefinder based on kinect
Author :
Hongjun Cao ; Panlong Wu ; Xiang Yao
Author_Institution :
Sch. of Autom., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
Laser rangefinder can accurately acquire environment information by using laser distance measuring technology. So it attracts a lot of attention in robot navigation, localization, obstacle avoidance and path planning. But dues to its high cost of several thousands of dollars, laser rangefinder can not be introduced widely to researchers. In this paper, research on fake laser rangefinder based on inexpensive Kinect is mentioned. Depth information is captured, smoothed and recovered by means of iterative algorithms to be accurate. Then depth information is transferred using a geometric model to acquire environment information. The experimental results certify the practicability and reliability of this method.
Keywords :
collision avoidance; iterative methods; laser ranging; robot vision; smoothing methods; Kinect; depth information smoothing; environment information; fake laser rangefinder; geometric model; iterative algorithms; laser distance measuring technology; obstacle avoidance; path planning; robot localization; robot navigation; Accuracy; Biomedical imaging; Educational institutions; Electronic mail; Laser modes; Laser theory; Smoothing methods; Depth Information Smoothing; Intelligent Robot; Kinect; Laser Rangerfinder;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896425