DocumentCode :
3119184
Title :
An active 3D robot camera for home environment
Author :
Lee, Sukhan ; Choi, Jongmoo ; Kim, Daesik ; Jung, Byungchan ; Na, Jaekeun ; Kim, Hoonmo
Author_Institution :
Sch. of Inf. & Commun. Eng., Sung Kyun Kwan Univ., South Korea
fYear :
2004
fDate :
24-27 Oct. 2004
Firstpage :
477
Abstract :
Service robots, such as robots working in a home environment, need very robust and reliable sensing mechanisms. In this paper, we present a 3D camera based on structured light suitable for robots working in the home environment. First, we show that the degradation of precision and robustness comes mainly from the overlapping of multiple codes in the signal received at a camera pixel. Then, we propose a novel signal separation coding providing not only the separation of overlapped codes, but also a robust decision on pixel correspondence with error correction. The proposed method was implemented using an invisible IR (infrared) pattern of lights in order to avoid user inconvenience in the home environment. The experimental results showed that the proposed algorithm significantly enhances the robustness and precision in depth imaging, compared to the best known conventional approaches. The proposed approach opens a greater feasibility of applying structured light based depth imaging to the 3D modeling of a cluttered workspace for home service robots.
Keywords :
distance measurement; error correction; image coding; infrared imaging; mobile robots; robot vision; service robots; source separation; IR light pattern; active 3D robot camera; camera pixel received signal multiple codes; cluttered workspace 3D modeling; depth imaging precision; error correction; home environment; home service robots; overlapping codes; pixel correspondence; signal separation coding; structured light based depth imaging; Cameras; Error correction codes; Optical imaging; Pixel; Reliability engineering; Robot sensing systems; Robot vision systems; Robustness; Service robots; Source separation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sensors, 2004. Proceedings of IEEE
Print_ISBN :
0-7803-8692-2
Type :
conf
DOI :
10.1109/ICSENS.2004.1426204
Filename :
1426204
Link To Document :
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