S. Akazaki, H. Nakagawa, H. Kazama, O. Osanai, M. Kawai et al., Age-related changes in skin wrinkles assessed by a novel three-dimensional morphometric analysis, BRIT J DERMATOL, vol.147, pp.689-695, 2002.

N. Batool and R. Chellappa, Modeling and detection of wrinkles in aging human faces using marked point processes, ECCV Workshops, vol.7584, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01096683

N. Batool and R. Chellappa, Fast detection of facial wrinkles based on Gabor features using image morphology and geometric constraints, PATTERN RECOGN, vol.48, pp.642-58, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01096629

R. Bazin and E. Doublet, Skin aging atlas, vol.1, 2007.

R. Bazin and F. Flament, Skin aging atlas, vol.2, 2010.

G. O. Cula, P. R. Bargo, A. Nkengne, and N. Kollias, Assessing facial wrinkles: automatic detection and quantification, SKIN RES TECHNOL, vol.19, pp.1-9, 2013.

R. M. Haralick, Ridges and valleys on digital images, COMPUT VISION GRAPH, vol.22, pp.28-38, 1983.

H. Heijmans, M. Buckley, and H. Talbot, Path Openings and Closings, J MATH IMAGING VIS, vol.22, pp.107-126, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00622079

J. Hernández and B. Marcotegui, Point cloud segmentation towards urban ground modeling, Joint Urban Remote Sensing Event, 2009.

R. Hoffman and A. K. Jain, Segmentation and Classification of Range Images, IEEE T PATTERN ANAL, vol.9, pp.608-628, 1987.

A. Hoover, G. Jean-baptiste, X. Jiang, P. Flynn, H. Bunke et al., Age-related changes in skin wrinkles assessed by a novel three-dimensional morphometric analysis, BRIT J DERMATOL, vol.147, pp.689-695, 1996.

N. Batool and R. Chellappa, Modeling and detection of wrinkles in aging human faces using marked point processes, ECCV Workshops, vol.7584, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01096683

N. Batool and R. Chellappa, Fast detection of facial wrinkles based on Gabor features using image morphology and geometric constraints, PATTERN RECOGN, vol.48, pp.642-58, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01096629

R. Bazin and E. Doublet, Skin aging atlas, vol.1, 2007.

R. Bazin and F. Flament, Skin aging atlas, vol.2, 2010.

G. O. Cula, P. R. Bargo, A. Nkengne, and N. Kollias, Assessing facial wrinkles: automatic detection and quantification, SKIN RES TECHNOL, vol.19, pp.1-9, 2013.

R. M. Haralick, Ridges and valleys on digital images, COMPUT VISION GRAPH, vol.22, pp.28-38, 1983.

H. Heijmans, M. Buckley, and H. Talbot, Path Openings and Closings, J MATH IMAGING VIS, vol.22, pp.107-126, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00622079

J. Hernández and B. Marcotegui, Point cloud segmentation towards urban ground modeling, Joint Urban Remote Sensing Event, 2009.

R. Hoffman and A. K. Jain, Segmentation and Classification of Range Images, IEEE T PATTERN ANAL, vol.9, pp.608-628, 1987.

A. Hoover, G. Jean-baptiste, X. Jiang, P. Flynn, H. Bunke et al., An experimental comparison of range image segmentation algorithms, IEEE T PATTERN ANAL, vol.18, pp.673-89, 1996.

S. Jaspers, H. Hopermann, G. Sauermann, U. Hoppe, R. Lunderstädt et al., Rapid in vivo measurement of the topography of human skin by active image triangulation using a digital micromirror device, SKIN RES TECHNOL, vol.5, pp.195-207, 1999.

Y. H. Kwon and N. Lobo, Age classification from facial images, In Proc. IEEE Conf. Computer Vision and Pattern Recognition, 1999.

, Please use \volume, pp.1-7

, Results illustration. Contrast has been manually enhanced to improve viewing, when necessary. Top: pre-processed images. Bottom: binary segmentation results

S. Luebberding, N. Krueger, and M. Kerscher, Comparison of validated assessment scales and 3D digital fringe projection method to assess lifetime development of wrinkles in men, SKIN RES TECHNOL, vol.20, pp.30-36, 2014.

S. Luebberding, N. Krueger, and M. Kerscher, Quantification of age-related facial wrinkles in men and women using a three-dimensional fringe projection method and validated assessment scales, DERMATOL SURG, vol.40, pp.22-32, 2014.

F. Meyer, Quantitative analysis of microstructures in materials science, biology and medicine, 1977.

V. Morard, P. Dokládal, and E. Decencière, Parsimonious Path Openings and Closings, IEEE T IMAGE PROCESS, vol.23, pp.1543-55, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01082831

Y. Ohtake, A. Belyaev, and H. P. Seidel, Ridge-valley Lines on Meshes via Implicit Surface Fitting, ACM SIGGRAPH 2004 Papers, SIGGRAPH '04, 2004.

J. D. Rachel, Skin rejuvenation regimens: A profilometry and histopathologic study, ARCH FACIAL PLAST S, vol.5, pp.145-154, 2003.

P. Soille, E. J. Breen, and R. Jones, , 1996.

P. Soille and C. Gratin, An Efficient Algorithm for Drainage Network Extraction on DEMs, J VIS COMMUN IMAGE R, vol.5, pp.181-190, 1994.

D. Whitehouse, S. Yoshizawa, A. Belyaev, and H. P. Seidel, Fast and Robust Detection of Crest Lines on Meshes, Proceedings of the 2005 ACM Symposium on Solid and Physical Modeling, SPM '05, 2002.