Cover Image

Morphological Classification of Galaxies in S-PLUS using an Ensemble of Convolutional Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cardoso, N. M., Schwarz, G. B. O., Dias, L. O., Bom, C. R., Sodré Jr., L., de Oliveira, C. Mendes
Format:	Preprint
Published:	2021
Subjects:	Astrophysics of Galaxies Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies
by: Serrano-Pérez, Jonathan, et al.
Published: (2024)

Structure and large scale environment of galaxy pairs in the S-PLUS DR4
by: Cerdosino, M. C., et al.
Published: (2024)

Estimating stellar population and emission line properties in S-PLUS galaxies
by: Thainá-Batista, J., et al.
Published: (2023)

The S-PLUS Fornax Project (S+FP): A first 12-band glimpse of the Fornax galaxy cluster
by: Castelli, A. V. Smith, et al.
Published: (2024)

Morphological Classification of Galaxies
by: Masters, Karen
Published: (2025)

The Splashback Mass Function of Galaxy Clusters from Photometric Data
by: Gabriel-Silva, Lucas, et al.
Published: (2026)

Unveiling Galaxy Morphology through an Unsupervised-Supervised Hybrid Approach
by: Kolesnikov, I., et al.
Published: (2024)

Classification of Spiral Galaxies by Spiral Arm Number using Convolutional Neural Network
by: Lee, Ming Wei, et al.
Published: (2024)

The S-PLUS Fornax Project (S+FP): An extragalactic catalog covering $\sim$ 5 virial radii around NGC 1399 with galaxy properties
by: Haack, R. F., et al.
Published: (2026)

The Southern Photometrical Local Universe Survey (S-PLUS): searching for metal-poor dwarf galaxies
by: Grossi, M., et al.
Published: (2025)

Morphological Classification of Galaxies Through Structural and Star Formation Parameters Using Machine Learning
by: Aguilar-Argüello, G., et al.
Published: (2025)

Galaxy Morphological Classification with Manifold Learning
by: Semenov, Vasyl, et al.
Published: (2024)

Galaxy Morphology Classification: Are Stellar Circularities Enough?
by: Baucalo, Katarina, et al.
Published: (2025)

The S-PLUS Fornax Project (S+FP): SExtractor detection and measurement of nearby galaxies in large photometric surveys
by: Haack, R. F., et al.
Published: (2024)

Simultaneously Modelling Dusty Star Forming Galaxies and Massive Quiescents: A Calibration Framework for Galaxy Formation Models
by: Araya-Araya, Pablo, et al.
Published: (2025)

Stellar atmospheric parameters and chemical abundances of about 5 million stars from S-PLUS multi-band photometry
by: Lopes, C. E. Ferreira, et al.
Published: (2024)

J-PLUS: The planetary nebula population of M 33
by: Liberato, Giovanna, et al.
Published: (2026)

Analysis of the Internal Radial Gradient of Chemical Abundances in Spiral Galaxies from CALIFA
by: Cardoso, A. F. S., et al.
Published: (2024)

The Connection between Dusty Star-Forming Galaxies and the First Massive Quenched Galaxies
by: Araya-Araya, Pablo, et al.
Published: (2025)

Mapping H$α$-Excess Candidate Point Sources in the Southern Hemisphere Using S-PLUS Data
by: Gutiérrez-Soto, L. A., et al.
Published: (2025)

Morphologies for DECaLS Galaxies through a combination of non-parametric indices and machine learning methods: A comprehensive catalog using the Galaxy Morphology Extractor (galmex) code
by: Sampaio, V. M., et al.
Published: (2026)

J-HERTz: J-PLUS Heritage Exploration of Radio Targets at z $<$ 5
by: Gil, D. Fernández, et al.
Published: (2025)

Carbon-Enhanced Metal-Poor Star Candidates in the Milky Way from J-PLUS and S-PLUS
by: Hong, Jihye, et al.
Published: (2026)

USmorph: An Updated Framework of Automatic Classification of Galaxy Morphologies and Its Application to Galaxies in the COSMOS Field
by: Song, Jie, et al.
Published: (2024)

Estimating Galaxy Parameters with Self-Organizing Maps and the Effect of Missing Data
by: La Torre, Valentina, et al.
Published: (2024)

The Journey to Dominance: How BCGs Evolve Differently from Other Massive Galaxies
by: Vicentin, Marcelo C., et al.
Published: (2026)

The Metallicity Gradient of Sagittarius Dwarf Spheroidal Galaxy Prior to Infall Constrained by S-PLUS Observations of its Tidal Stream
by: Almeida-Fernandes, Felipe, et al.
Published: (2026)

The S-PLUS Fornax Project (S+FP): Mapping H$α$+[NII] emission in 77 Fornax galaxy members reaching $\sim$4 Rvir
by: Lopes, A. R., et al.
Published: (2025)

J-PLUS: The fraction of calcium white dwarfs along the cooling sequence
by: López-Sanjuan, C., et al.
Published: (2024)

Galaxy Mergers in UNIONS -- I: A Simulation-driven Hybrid Deep Learning Ensemble for Pure Galaxy Merger Classification
by: Ferreira, Leonardo, et al.
Published: (2024)

Measuring the Substructure Mass Power Spectrum of 23 SLACS Strong Galaxy-Galaxy Lenses with Convolutional Neural Networks
by: Fagin, Joshua, et al.
Published: (2024)

Galaxy Morphological Classification with Zernike Moments and Machine Learning Approaches
by: Ghaderi, Hamed, et al.
Published: (2025)

S-PLUS: Beyond Spectroscopy IV. Stellar Parameters and Elemental-abundance Ratios for Six Million Stars from DR4 and First Results for the Magellanic Clouds
by: Huang, Yang, et al.
Published: (2026)

Morphology of Galaxies in JWST Fields: Initial Distribution and Evolution of Galaxy Morphology
by: Lee, Jeong Hwan, et al.
Published: (2023)

A Splashback-like Feature of Central Galaxies in Galaxy Clusters
by: Zhang, Yuanyuan, et al.
Published: (2025)

ALESS--JWST: Dust-driven Morphologies and Hidden Stellar Mass in $z\sim3$ Sub-millimeter Galaxies
by: Li, J., et al.
Published: (2026)

Systematic analysis of jellyfish galaxy candidates in Fornax, Antlia, and Hydra from the S-PLUS survey: A self-supervised visual identification aid
by: Gondhalekar, Yash, et al.
Published: (2024)

J-PLUS: The stellar mass function of quiescent and star-forming galaxies at 0.05 <= z <= 0.2
by: Arizo-Borillo, F. D., et al.
Published: (2025)

Efficient Search for Extremely Metal Poor Galaxies in the Local Universe using Convolutional Neural Networks
by: Cheng, Ting-Yun, et al.
Published: (2025)

Galaxy Zoo: Morphologies based on UKIDSS NIR Imaging for 71,052 Galaxies
by: Masters, Karen L., et al.
Published: (2024)