TY  - JOUR
AU  - Huertas Company, M.
AU  - Gravet, R.
AU  - Cabrera Vives, G.
AU  - Pérez González, Pablo Guillermo
AU  - Kartaltepe, J. S.
AU  - Barro, G.
AU  - Bernardi, M.
AU  - Mei, S.
AU  - Shankar, F.
AU  - Dimauro, P.
AU  - Bell, E. F.
AU  - Kocevski, D.
AU  - Koo, D. C.
AU  - Faber, S. M.
AU  - Mcintosh, D. H.
PY  - 2015
DO  - 10.1088/0067-0049/221/1/8
SN  - 0067-0049
UR  - https://hdl.handle.net/20.500.14352/24298
T2  - Astrophysical journal supplement series
AB  - We present a catalog of visual-like H-band morphologies of ~50.000 galaxies (H_f160w < 24.5) in the 5 CANDELS fields (GOODS-N, GOODS-S, UDS, EGS, and COSMOS). Morphologies are estimated using Convolutional Neural Networks (ConvNets). The median...
LA  - eng
PB  - University Chicago Press
KW  - High-redshift galaxies
KW  - Support vector machines
KW  - Seeing limited images
KW  - Digital sky survey
KW  - Neural-networks
KW  - Classification
KW  - Photometry
KW  - Evolution
KW  - Sequence
TI  - A catalog of visual-like morphologies in the 5 candels fields using deep learning
TY  - journal article
VL  - 221
ER  -