Color correction based on point clouds alignment in the logarithmic RGB space

Verfasser / Beitragende:
[Beibei Li, Guang Jiang, Wenjian Shao]
Ort, Verlag, Jahr:
2015
Enthalten in:
The Visual Computer, 31/3(2015-03-01), 257-270
Format:
Artikel (online)
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024 7 0 |a 10.1007/s00371-013-0916-z  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s00371-013-0916-z 
245 0 0 |a Color correction based on point clouds alignment in the logarithmic RGB space  |h [Elektronische Daten]  |c [Beibei Li, Guang Jiang, Wenjian Shao] 
520 3 |a Color distortion which is caused by different illuminations and different camera settings in imaging process, incurs many problems. To overcome these problems, color correction is required. In this paper, a novel method for point cloud alignment-based color correction is proposed to eliminate unwanted color variation between images of the same or similar scenes automatically. The method is based on the Lambertian reflection model. For the advantages inherent in the logarithmic representation of an image, we first project the RGB color space into the logarithmic color space; then, in the logarithmic color space, we prove that the point clouds of the same or similar objects in different images can be related by a 3D translation vector. Next, we seek to find an accurate translation vector to align corresponding point clouds; and finally, when the source image is transformed by the translation vector, it can exhibit a similar appearance to the reference image. Various experimental results verify the validity of the proposed algorithm. 
540 |a Springer-Verlag Berlin Heidelberg, 2014 
690 7 |a Color correction  |2 nationallicence 
690 7 |a Lambertian reflection model  |2 nationallicence 
690 7 |a Color space  |2 nationallicence 
690 7 |a Point clouds  |2 nationallicence 
700 1 |a Li  |D Beibei  |u State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi'an, Shaanxi, China  |4 aut 
700 1 |a Jiang  |D Guang  |u State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi'an, Shaanxi, China  |4 aut 
700 1 |a Shao  |D Wenjian  |u State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi'an, Shaanxi, China  |4 aut 
773 0 |t The Visual Computer  |d Springer Berlin Heidelberg  |g 31/3(2015-03-01), 257-270  |x 0178-2789  |q 31:3<257  |1 2015  |2 31  |o 371 
856 4 0 |u https://doi.org/10.1007/s00371-013-0916-z  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s00371-013-0916-z  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Li  |D Beibei  |u State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi'an, Shaanxi, China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Jiang  |D Guang  |u State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi'an, Shaanxi, China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Shao  |D Wenjian  |u State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi'an, Shaanxi, China  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t The Visual Computer  |d Springer Berlin Heidelberg  |g 31/3(2015-03-01), 257-270  |x 0178-2789  |q 31:3<257  |1 2015  |2 31  |o 371