F. Bastien, ArXiv e-prints, 2012.

E. Bertin and S. Arnouts, SExtractor: Software for source extraction, Astronomy and Astrophysics Supplement Series, vol.117, issue.2, p.393, 1996.
DOI : 10.1051/aas:1996164
URL : http://aas.aanda.org/articles/aas/pdf/1996/08/ds1060.pdf

G. De-vaucouleurs, Photoelectric photometry of the Andromeda nebula in the UBV system, The Astrophysical Journal, vol.128, p.465, 1958.
DOI : 10.1086/146564

S. P. Driver, P. D. Allen, J. Liske, and A. W. Graham, The Millennium Galaxy Catalogue: The Luminosity Functions of Bulges and Disks and Their Implied Stellar Mass Densities, The Astrophysical Journal, vol.657, issue.2, p.85, 2007.
DOI : 10.1086/513106

J. Frontera-pons, F. Sureau, J. Bobin, L. Floc-'h, and E. , Unsupervised feature-learning for galaxy SEDs with denoising autoencoders, Astronomy & Astrophysics, vol.763, p.60, 2017.
DOI : 10.1088/0004-637X/763/2/92
URL : http://arxiv.org/pdf/1705.05620

L. S. Kelvin, Galaxy And Mass Assembly (GAMA): ugrizYJHK S??rsic luminosity functions and the cosmic spectral energy distribution by Hubble type, Monthly Notices of the Royal Astronomical Society, vol.120, issue.2, p.1245, 2014.
DOI : 10.1086/301513
URL : https://academic.oup.com/mnras/article-pdf/439/2/1245/18465920/stt2391.pdf

S. M. Kent, CCD surface photometry of field Galaxies. II - Bulge/disk decompositions, The Astrophysical Journal Supplement Series, vol.59, p.115, 1985.
DOI : 10.1086/191066
URL : http://doi.org/10.1086/190978

D. P. Kingma and J. Ba, ArXiv e-prints, 2014.

A. M. Koekemoer, OBSERVATIONS, IMAGING DATA PRODUCTS, AND MOSAICS, The Astrophysical Journal Supplement Series, vol.197, issue.2, p.36, 2011.
DOI : 10.1088/0067-0049/197/2/36

J. Kormendy, Brightness distributions in compact and normal galaxies. III - Decomposition of observed profiles into spheroid and disk components, The Astrophysical Journal, vol.217, p.406, 1977.
DOI : 10.1086/155589
URL : http://doi.org/10.1086/155259

Y. Lecun, R. Pfeifer, Z. Schreter, F. Fogelman, and L. Steels, Deep learning, Nature, vol.9, issue.7553, p.436, 1989.
DOI : 10.1007/s10994-013-5335-x

C. J. Lintott, ArXiv e-prints, LSST Science Collaboration et al, vol.389, 1179.

C. Y. Peng, L. C. Ho, C. D. Impey, and H. Rix, Detailed Structural Decomposition of Galaxy Images, The Astronomical Journal, vol.124, issue.1, p.266, 2002.
DOI : 10.1086/340952

B. T. Rowe, GalSim : The modular galaxy image simulation toolkit, Astronomy and Computing, vol.10, p.121, 2015.
DOI : 10.1016/j.ascom.2015.02.002
URL : https://doi.org/10.1016/j.ascom.2015.02.002

K. Simonyan and A. Zisserman, ArXiv e-prints, 2014.

D. G. York, The Sloan Digital Sky Survey: Technical Summary, The Astronomical Journal, vol.120, issue.3, p.1579, 2000.
DOI : 10.1086/301513
URL : http://iopscience.iop.org/article/10.1086/301513/pdf