Fast 3D face reconstruction based on uncalibrated photometric stereo

Verfasser / Beitragende:
[Yujuan Sun, Junyu Dong, Muwei Jian, Lin Qi]
Ort, Verlag, Jahr:
2015
Enthalten in:
Multimedia Tools and Applications, 74/11(2015-06-01), 3635-3650
Format:
Artikel (online)
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024 7 0 |a 10.1007/s11042-013-1791-3  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s11042-013-1791-3 
245 0 0 |a Fast 3D face reconstruction based on uncalibrated photometric stereo  |h [Elektronische Daten]  |c [Yujuan Sun, Junyu Dong, Muwei Jian, Lin Qi] 
520 3 |a This paper proposes a fast algorithm for three-dimensional face reconstruction using uncalibrated Photometric Stereo. With a reference face model, lighting parameters are estimated from input face images lighted by unknown illumination, which can be used in classical photometric stereo to estimate surface normal and albedo. The estimated results are used in turn to refine the lighting parameters until an optimal estimation of the surface normal is achieved. Differing from traditional optimization algorithms, the iteration method used in this paper is a unified process thus results accurate lighting estimation. The proposed method relaxes lighting constraints and simplifies the image acquisition procedure. The reconstructed results tested on YaleB and BU3D databases show the effectiveness of our method. 
540 |a Springer Science+Business Media New York, 2013 
690 7 |a Photometric stereo  |2 nationallicence 
690 7 |a Face surface normal  |2 nationallicence 
690 7 |a Face albedo  |2 nationallicence 
690 7 |a Lambertian model  |2 nationallicence 
700 1 |a Sun  |D Yujuan  |u Department of Computer Science and Technology, Ocean University of China, Qingdao, China  |4 aut 
700 1 |a Dong  |D Junyu  |u Department of Computer Science and Technology, Ocean University of China, Qingdao, China  |4 aut 
700 1 |a Jian  |D Muwei  |u Centre for Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong  |4 aut 
700 1 |a Qi  |D Lin  |u Department of Computer Science and Technology, Ocean University of China, Qingdao, China  |4 aut 
773 0 |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/11(2015-06-01), 3635-3650  |x 1380-7501  |q 74:11<3635  |1 2015  |2 74  |o 11042 
856 4 0 |u https://doi.org/10.1007/s11042-013-1791-3  |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/s11042-013-1791-3  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Sun  |D Yujuan  |u Department of Computer Science and Technology, Ocean University of China, Qingdao, China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Dong  |D Junyu  |u Department of Computer Science and Technology, Ocean University of China, Qingdao, China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Jian  |D Muwei  |u Centre for Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Qi  |D Lin  |u Department of Computer Science and Technology, Ocean University of China, Qingdao, China  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/11(2015-06-01), 3635-3650  |x 1380-7501  |q 74:11<3635  |1 2015  |2 74  |o 11042