Near-Instant Capture of High-Resolution Facial Geometry and Reflectance

被引:27
作者
Fyffe, G. [1 ]
Graham, P. [1 ]
Tunwattanapong, B. [1 ]
Ghosh, A. [2 ]
Debevec, P. [1 ]
机构
[1] USC Inst Creat Technol, Washington, DC 20005 USA
[2] Univ London Imperial Coll Sci Technol & Med, London SW7 2AZ, England
关键词
SHAPE; SURFACE; COLOR; SKIN;
D O I
10.1111/cgf.12837
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present a near-instant method for acquiring facial geometry and reflectance using a set of commodity DSLR cameras and flashes. Our setup consists of twenty-four cameras and six flashes which are fired in rapid succession with subsets of the cameras. Each camera records only a single photograph and the total capture time is less than the 67ms blink reflex. The cameras and flashes are specially arranged to produce an even distribution of specular highlights on the face. We employ this set of acquired images to estimate diffuse color, specular intensity, specular exponent, and surface orientation at each point on the face. We further refine the facial base geometry obtained from multi-view stereo using estimated diffuse and specular photometric information. This allows final submillimeter surface mesostructure detail to be obtained via shape-from-specularity. The final system uses commodity components and produces models suitable for authoring high-quality digital human characters.
引用
收藏
页码:353 / 363
页数:11
相关论文
共 37 条
[1]   The Digital Emily Project: Achieving a Photorealistic Digital Actor [J].
Alexander, Oleg ;
Rogers, Mike ;
Lambeth, William ;
Chiang, Jen-Yuan ;
Ma, Wan-Chun ;
Wang, Chuan-Chang ;
Debevec, Paul .
IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2010, 30 (04) :20-31
[2]  
[Anonymous], P CVPR 09
[3]  
[Anonymous], INT S 3D DAT PROC VI
[4]  
[Anonymous], IEEE T PATTERN ANAL
[5]   High-Quality Single-Shot Capture of Facial Geometry [J].
Beeler, Thabo ;
Bickel, Bernd ;
Beardsley, Paul ;
Sumner, Bob ;
Gross, Markus .
ACM TRANSACTIONS ON GRAPHICS, 2010, 29 (04)
[6]   Coupled 3D Reconstruction of Sparse Facial Hair and Skin [J].
Beeler, Thabo ;
Bickel, Bernd ;
Noris, Gioacchino ;
Beardsley, Paul ;
Marschner, Steve ;
Sumner, Robert W. ;
Gross, Markus .
ACM TRANSACTIONS ON GRAPHICS, 2012, 31 (04)
[7]   High-Quality Capture of Eyes [J].
Berard, Pascal ;
Bradley, Derek ;
Nitti, Maurizio ;
Beeler, Thabo ;
Gross, Markus .
ACM TRANSACTIONS ON GRAPHICS, 2014, 33 (06)
[8]   LATENCY OF BLINK REFLEX AND STIMULUS INTENSITY [J].
BIXLER, EO ;
BARTLETT, NR ;
LANSING, RW .
PERCEPTION & PSYCHOPHYSICS, 1967, 2 (11) :559-560
[9]   High Resolution Passive Facial Performance Capture [J].
Bradley, Derek ;
Heidrich, Wolfgang ;
Popa, Tiberiu ;
Sheffer, Alla .
ACM TRANSACTIONS ON GRAPHICS, 2010, 29 (04)
[10]  
Chen T.B., 2006, CVPR, P1825