Machine learning and image analysis for morphological galaxy classification
- Auteur
- DE LA CALLEJA, Jorge1 ; FUENTES, Olac1
[1] Computer Science Department, National Institute of Astrophysics, Optics and Electronics, Tonantzintla 72840, Puebla, Mexico - Source
Monthly Notices of the Royal Astronomical Society. 2004, Vol 349, Num 1, pp 87-93, 7 p ; ref : 13 ref
- CODEN
- MNRAA4
- ISSN
- 0035-8711
- Domaine scientifique
- Astronomy earth cosmic environment
- Editeur
- Blackwell Science, Oxford
- Pays de publication
- United Kingdom
- Type de document
- Article
- Langue
- English
- Mot clé auteur
- galaxies: fundamental parameters methods: data analysis
- Mot clé (fr)
- Analyse composante principale Analyse image Classification automatique Dimensionnalité Etude expérimentale Galaxies Modèle régression Morphologie Réseau neuronal
- Mot clé (en)
- Principal component analysis Image analysis Automatic classification Dimensionality Experimental study Galaxies Regression model Morphology Neural networks
- Mot clé (es)
- Clasificación automática Dimensionalidad Modelo regresión
- Classification
- Pascal
- 001 Sciences exactes et technologie / 001E Terre, ocean, espace / 001E03 Astronomie / 001E03A Astronomie fondamentale et astrophysique. Instrumentation, techniques, et observations astronomiques / 001E03A75 Techniques d'observation et de réduction des données. Simulation et modélisation par ordinateur / 001E03A75M Traitement des images (incluant l'extraction des sources)
- Pascal
- 001 Sciences exactes et technologie / 001E Terre, ocean, espace / 001E03 Astronomie / 001E03D Systèmes stellaires. Objets et systèmes galactiques et extragalactiques. L'univers / 001E03D62 Caractéristiques et propriétés des galaxies externes et des objets extragalactiques / 001E03D62A Origine, formation, évolution, âge et formation stellaire
- Discipline
- Astronomy
- Provenance
- Inist-CNRS
- Base de données
- PASCAL
- Identifiant INIST
- 15553187
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1111/j.1365-2966.2004.07442.x 
https://dx.doi.org/10.1111/j.1365-2966.2004.07442.x
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