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Combining human and machine learning for morphological analysis of
  galaxy images

Combining human and machine learning for morphological analysis of galaxy images

28 September 2014
E. Kuminski
Joe George
J. Wallin
L. Shamir
ArXiv (abs)PDFHTML

Papers citing "Combining human and machine learning for morphological analysis of galaxy images"

8 / 8 papers shown
Morphological Classification of Galaxies Using SpinalNet
Morphological Classification of Galaxies Using SpinalNetInternational Conference on Electronics, Computer and Computation (ICECC), 2021
Dim Shaiakhmetov
R. R. Mekuria
Ruslan Isaev
Fatma Unsal
3DH
315
5
0
03 May 2023
Outlier galaxy images in the Dark Energy Survey and their identification
  with unsupervised machine learning
Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learningAstronomy and Computing (A&C), 2023
L. Shamir
149
2
0
02 May 2023
Systematic biases when using deep neural networks for annotating large
  catalogs of astronomical images
Systematic biases when using deep neural networks for annotating large catalogs of astronomical imagesAstronomy and Computing (A&C), 2022
Sanchari Dhar
L. Shamir
3DPC
139
24
0
10 Jan 2022
Automatic identification of outliers in Hubble Space Telescope galaxy
  images
Automatic identification of outliers in Hubble Space Telescope galaxy imagesMonthly notices of the Royal Astronomical Society (MNRAS), 2021
L. Shamir
114
6
0
07 Jan 2021
A catalog of broad morphology of Pan-STARRS galaxies based on deep
  learning
A catalog of broad morphology of Pan-STARRS galaxies based on deep learning
Hunter Goddard
L. Shamir
128
14
0
12 Oct 2020
Rotation Invariant Descriptors for Galaxy Morphological Classification
Rotation Invariant Descriptors for Galaxy Morphological Classification
H. Cecotti
120
14
0
11 Dec 2018
Galaxy morphology prediction using capsule networks
Galaxy morphology prediction using capsule networks
R. Katebi
Yadi Zhou
R. Chornock
Razvan Bunescu
MedIm3DPC
120
20
0
22 Sep 2018
Rotation-invariant convolutional neural networks for galaxy morphology
  prediction
Rotation-invariant convolutional neural networks for galaxy morphology prediction
Sander Dieleman
K. Willett
J. Dambre
364
699
0
24 Mar 2015
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