144 citations · 222 across the 5 of their papers we have counts for
5 papers
Automated Detection of Galactic Rings from SDSS Images
Linn Abraham, Sheelu Abraham, Ajit K. Kembhavi +4
Morphological features in galaxies, like spiral arms, bars, rings, tidal tails etc. carry information about their structure, origin and evolution. It is therefore important to cata…
Detection of Bars in Galaxies using a Deep Convolutional Neural Network
Sheelu Abraham, Arun Aniyan, Ajit K. Kembhavi +2
We present an automated method for the detection of bar structure in optical images of galaxies using a deep convolutional neural network which is easy to use and provides good acc…
Information Retrieval and Recommendation System for Astronomical Observatories
Nikhil Mukund, Saurabh Thakur, Sheelu Abraham +5
We present a machine learning based information retrieval system for astronomical observatories that tries to address user defined queries related to an instrument. In the modern i…
TensorFlow Enabled Genetic Programming
Kai Staats, Edward Pantridge, Marco Cavaglia +2
Genetic Programming, a kind of evolutionary computation and machine learning algorithm, is shown to benefit significantly from the application of vectorized data and the TensorFlow…
Classifying Radio Galaxies with Convolutional Neural Network
Arun Aniyan, Kshitij Thorat
We present the application of deep machine learning technique to classify radio images of extended sources on a morphological basis using convolutional neural networks. In this stu…