DocumentCode :
2491375
Title :
Seamless image-based texture atlases using multi-band blending
Author :
Allène, Cédric ; Pons, Jean-Philippe ; Keriven, Renaud
Author_Institution :
CERTIS, Ecole des ponts, Paris
fYear :
2008
fDate :
8-11 Dec. 2008
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, we propose a novel method for creating a high-quality texture atlas from a 3D model and a set of calibrated images. Our method focuses on avoiding visual artifacts such as color discontinuities, ghosting or blurring, which typically arise from photometric and geometric inaccuracies. We first compute a partition of mesh faces which realizes a good trade-off between visual detail and color continuity at patch boundaries: we efficiently obtain a close-to-optimal seam placement using graph cuts optimization. We then apply a pixel-wise color correction in the vicinity of patch boundaries with a principled 3D extension of multi-band image blending: we achieve faultless color continuity while avoiding ghosting artifacts. We demonstrate the effectiveness of our method on two real-world large-scale scenes.
Keywords :
geometry; graph colouring; image colour analysis; image texture; optimisation; solid modelling; 3D model; geometric inaccuracy; graph cut optimization; image calibration; multiband image blending; patch boundary; photometric inaccuracy; pixel-wise color correction; seamless image-based texture atlas; visual ghosting artifact; Calibration; Cameras; Color; Frequency; Large-scale systems; Layout; Markov random fields; Photometry; Pixel; Reflectivity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
ISSN :
1051-4651
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
Type :
conf
DOI :
10.1109/ICPR.2008.4761913
Filename :
4761913
Link To Document :
بازگشت