3D shape reconstruction of Mooney faces

26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR

Volumn , Issue , 2008, Pages

  Kemelmacher Shlizerman, Ira ^a   Basri, Ronen ^a,b   Nadler, Boaz ^a  

^a WEIZMANN INSTITUTE OF SCIENCE   (Israel)

^b TOYOTA TECHNOLOGICAL INSTITUTE AT CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER VISION; FEATURE EXTRACTION; IMAGE ENHANCEMENT; IMAGE PROCESSING; IMAGE RECONSTRUCTION; PATTERN RECOGNITION; REPAIR; RESTORATION; STANDARDS;

3-D RECONSTRUCTIONS; 3D SHAPE RECONSTRUCTION; BOUNDARY CURVES; GRAY-LEVEL IMAGES; PRIOR KNOWLEDGE; RECONSTRUCTION METHODS; RECONSTRUCTION QUALITY; SHAPE-FROM-SHADING; TOP-DOWN; TRANSITION CURVES;

THREE DIMENSIONAL;

EID: 51949085136     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2008.4587769     Document Type: Conference Paper

References (30)

1. T. Andrews and D. Schluppeck. Neural responses to mooney images reveal a modular representation of faces in human visual cortex. Neuroimage, 21:91-98, 2004.
2. J. Atick, P. Griffin, and A. Redlich. Statistical approach to shape from shading: Reconstruction of 3d face surfaces from single 2d images. Neural Comp., 8(6):1321-1340, 1996.
3. R. Basri and D. Jacobs. Lambertian reflectance and linear subspaces. PAMI, 25(2):218-233, 2003.
4. V. Blanz and T. Vetter. A morphable model for the synthesis of 3d faces. SIGGRAPH, I:187-194, 1999.
5. A. Bruss. The eikonal equation: Some results applicable to computer vision. J. of Math. Phys., 23(5):890-896, 1982.
6. M. Castelan, W. Smith, and E. Hancock. A coupled statistical model for face shape recovery from brightness images. Trans. on Image Processing, 16(4):1139-1151, 2007.
7. R. Dolan, G. Fink, E. Rolls, M. Booth, A. Holmes, R. Frackowiak, and K. Friston. How the brain learns to see objects and faces in an impoverished context. Nature, 389:596-599, 1997.
8. R. Dovgard and R. Basri. Statistical symmetric shape from shading for 3d structure recovery of faces. ECCV, 2004.
9. N. George, B. Jemel, N. Fiori, and B. Renault. Face and shape repetition effects in humans: a spatio-temporal erp study. Neuroreport, 8(6):1417-1423, 1997.
10. A. Georghiades, P. Belhumeur, and D. Kriegman. From few to many: Illumination cone models for face recognition under variable lighting and pose. PAMI, 23(6):643-660, 2001.
11. J. Hegde, S. Thompson, and D. Kersten. Identifying faces in two-tone ('mooney') images: A psychophysical and fmri study. J. of Vision, 7(9):624, 2007.
12. http://marthon.csee.usf.edu/HumanID/.
13. N. Kanwisher, F. Tong, and K. Nakayama. The effect of face inversion on the human fusiform face area. Cognition, 68(1):B1-11, 1998.
14. I. Kemelmacher and R. Basri. Molding face shapes by example. ECCV, LNCS 3951, I:277-288, 2006.
15. R. Kimmel and J. Sethian. Optimal algorithm for sfs and path planning. J. of Math. Imaging and Vision, 14(3):237-244, 2001.
16. J. Maver and A. Leonardis. Recognizing 2-tone images in grey-level parametric eigenspaces. Pattern Recogn. Letters, 23(14), 2002.
17. C. M. Mooney. Age in the development of closure ability in children. Canadian Journal of Psychology, 11:219-226, 1957.
18. C. Moore and P. Cavanagh. Recovery of 3d volume from 2-tone images of novel objects. Cognition, 67:45-71, 1998.
19. J. Oliensis. Uniqueness in sfs. IJCV, 6(2):75-104, 1991.
20. R. Ramamoorthi and P. Hanrahan. On the relationship between radiance and irradiance: Determining the illumination from images of a convex lambertian object. JOSA, 18(10):2448-2459, 2001.
21. E. Rodriguez, N. George, J. Lachaux, J. Martinerie, B. Renault, and F. Varela. Perception's shadow: long-distance synchronization of human brain activity. Nature, 397:430-433, 1999.
22. S. Romdhani and T. Vetter. Efficient, robust and accurate fitting of a 3d morphable model. ICCV, 2003.
23. J. Sethian. A fast marching level set method for monotonically advancing fronts. Proc. Nat. Acad. Sci. USA, 93:1591-1595, 1996.
24. A. Shashua. On photometric issues in 3d visual recognition from a single 2d image. IJCV, 21:99-122, 1997.
25. T. Sim and T. Kanade. Combining models and exemplars for face recognition: An illuminating example. CVPR Workshop on Models versus Exemplars, 2001.
26. W. Smith and E. Hancock. Recovering facial shape and albedo using a statistical model of surface normal direction. ICCV, 2005.
27. J. Tsitsiklis. Efficient algorithms for globally optimal trajectories. Proc. Conf. on Decision and Control, 1994.
28. J. Yoon, J. Winawer, N. Wittoft, and E. Markman. Mooney image perception in preschool-aged children. J. of Vision, 7(9):548, 2007.
29. L. Zhang and D. Samaras. Face recognition under variable lighting using harmonic image exemplars. CVPR, 2003.
30. S. Zhou, R. Chellappa, and D. Jacobs. Characterization of human faces under illumination variations using rank, integrability, and symmetry constraints. ECCV, 2004.