Three-dimensional facial recognition using passive long-wavelength infrared polarimetric imaging.

We use a polarimetric camera to record the Stokes parameters and the degree of linear polarization of long-wavelength infrared radiation emitted by human faces. These Stokes images are combined with Fresnel relations to extract the surface normal at each pixel. Integrating over these surface normals yields a three-dimensional facial image. One major difficulty of this technique is that the normal vectors determined from the polarizations are not unique. We overcome this problem by introducing an additional boundary condition on the subject. The major sources of error in producing inversions are noise in the images caused by scattering of the background signal and the ambiguity in determining the surface normals from the Fresnel coefficients.

[1]  J. Steketee Spectral emissivity of skin and pericardium. , 1973, Physics in medicine and biology.

[2]  Rama Chellappa,et al.  A Method for Enforcing Integrability in Shape from Shading Algorithms , 1988, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Berthold K. P. Horn,et al.  Shape from shading , 1989 .

[4]  D. Bertilone Stokes parameters and partial polarization of far-field radiation emitted by hot bodies , 1994 .

[5]  Lawrence B. Wolff,et al.  Polarization vision: a new sensory approach to image understanding , 1997, Image Vis. Comput..

[6]  Bryan F. Jones,et al.  A reappraisal of the use of infrared thermal image analysis in medicine , 1998, IEEE Transactions on Medical Imaging.

[7]  Ping-Sing Tsai,et al.  Shape from Shading: A Survey , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[8]  M. Patterson,et al.  Anisotropy of light propagation in human skin , 2000, Physics in medicine and biology.

[9]  S. Thennadil,et al.  Optical properties of human skin in the near infrared wavelength range of 1000 to 2200 nm. , 2001, Journal of biomedical optics.

[10]  K. Ikeuchi,et al.  Determining surface orientations of transparent objects based on polarization degrees in visible and infrared wavelengths. , 2002, Journal of the Optical Society of America. A, Optics, image science, and vision.

[11]  J. Nelson,et al.  Spectra from 2.5-15 microm of tissue phantom materials, optical clearing agents and ex vivo human skin: implications for depth profiling of human skin. , 2003, Physics in medicine and biology.

[12]  Katsushi Ikeuchi,et al.  Polarization-based inverse rendering from a single view , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[13]  Katsushi Ikeuchi,et al.  Transparent surface modeling from a pair of polarization images , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[14]  K. Gurton,et al.  Measured Degree of Infrared Polarization for a Variety of Thermal Emitting Surfaces , 2004 .

[15]  A. N. Bashkatov,et al.  Optical properties of human skin, subcutaneous and mucous tissues in the wavelength range from 400 to 2000 nm , 2005 .

[16]  K. Gurton,et al.  Effect of surface roughness and complex indices of refraction on polarized thermal emission. , 2005, Applied optics.

[17]  Gary A. Atkinson,et al.  Recovery of surface orientation from diffuse polarization , 2006, IEEE Transactions on Image Processing.

[18]  David J. Kriegman,et al.  Integrating Surface Normal Vectors Using Fast Marching Method , 2006, ECCV.

[19]  J Scott Tyo,et al.  Review of passive imaging polarimetry for remote sensing applications. , 2006, Applied optics.

[20]  Edwin R. Hancock,et al.  Shape Estimation Using Polarization and Shading from Two Views , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[21]  Michael F. Cohen,et al.  Fourier Analysis of the 2D Screened Poisson Equation for Gradient Domain Problems , 2008, ECCV.

[22]  Jean-Denis Durou,et al.  Numerical methods for shape-from-shading: A new survey with benchmarks , 2008, Comput. Vis. Image Underst..

[23]  B. Majaron,et al.  Effective infrared absorption coefficient for photothermal radiometric measurements in biological tissues , 2008, Physics in medicine and biology.

[24]  Kiriakos N. Kutulakos,et al.  Semidefinite Programming Heuristics for Surface Reconstruction Ambiguities , 2008, ECCV.

[25]  Jean-Denis Durou,et al.  Integrating the Normal Field of a Surface in the Presence of Discontinuities , 2009, EMMCVPR.

[26]  E. Y.-K. Ng,et al.  A review of thermography as promising non-invasive detection modality for breast tumor , 2009 .

[27]  B. Majaron,et al.  Spectral filtering in pulsed photothermal temperature profiling of collagen tissue phantoms. , 2009, Journal of biomedical optics.

[28]  J. Chung,et al.  Effects of infrared radiation and heat on human skin aging in vivo. , 2009, The journal of investigative dermatology. Symposium proceedings.

[29]  Michael Breuß,et al.  Fast and Robust Surface Normal Integration by a Discrete Eikonal Equation , 2012, BMVC.

[30]  Mid-infrared (λ = 8.4–9.9 μm) light scattering from porcine tissue , 2012 .

[31]  A. Michel,et al.  In vivo measurement of mid-infrared light scattering from human skin , 2013, Biomedical optics express.

[32]  Gorden W. Videen,et al.  Enhanced facial recognition for thermal imagery using polarimetric imaging. , 2014, Optics letters.