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4 November 2014 Depth map super-resolution and enhancement for time-of-flight cameras
Yangguang Li, Lei Zhang, Yongbing Zhang
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Proceedings Volume 9273, Optoelectronic Imaging and Multimedia Technology III; 927318 (2014) https://doi.org/10.1117/12.2071914
Event: SPIE/COS Photonics Asia, 2014, Beijing, China
Abstract
This paper presents a novel method for solving the super-resolution (SR) and enhancement problem of depth maps captured by the Time-of-Flight (ToF) cameras. Using the registered color images combined with the edge information of original depth image as a prior, and employ the joint sparse representation model to obtain the common representation coefficients as another prior, we can get the solution—the high-resolution (HR) depth maps with low noise and accurate values through the two priors. The results show that our approach possess many advantages compared with the previous state-of-art methods.
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Yangguang Li, Lei Zhang, and Yongbing Zhang "Depth map super-resolution and enhancement for time-of-flight cameras", Proc. SPIE 9273, Optoelectronic Imaging and Multimedia Technology III, 927318 (4 November 2014); https://doi.org/10.1117/12.2071914
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KEYWORDS
Lawrencium
Associative arrays
Super resolution
Time of flight cameras
Image processing
Image restoration
Image resolution
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