Title :
Wide range stereo time-of-flight camera
Author :
Ouk Choi ; Seungkyu Lee
Author_Institution :
Samsung Adv. Inst. of Technol., Yongin, South Korea
fDate :
Sept. 30 2012-Oct. 3 2012
Abstract :
Time-of-Flight cameras provide real-time depth information at each pixel. These cameras, however, suffer from modular errors, recording shortened distance measurements if the objects are farther than a certain maximum range. Previous error-correction methods use either a single depth map or successively acquired multi-frequency depth maps. In general, they are prone to incorrect range extension results when the scene is discontinuous or when the camera or objects are moving. Our method based on a stereo Time-of-Flight camera deals with moving cameras and objects by acquiring a pair of depth maps simultaneously. Challenges caused by noise and different viewpoints are resolved by an iterative Markov random field optimization technique that delivers the consistent recovery of actual depth values beyond the maximum range. The experiments show that the proposed method extends the range use of Time-of-Flight cameras beyond twice.
Keywords :
Markov processes; cameras; computer graphics; distance measurement; image motion analysis; iterative methods; optimisation; stereo image processing; error-correction methods; incorrect range extension; iterative Markov random field optimization technique; modular errors; moving cameras; moving objects; multifrequency depth maps; real-time depth information; shortened distance measurements; single depth map; wide range stereo time-of-flight camera; Cameras; Markov processes; Modulation; Noise; Real-time systems; Robot vision systems; Wrapping; Stereo; Time-of-Flight camera; phase unwrapping;
Conference_Titel :
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-2534-9
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2012.6466920