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Showing 1 to 2 of 2 for “"Galaxy Classification"”.
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Galaxy classification with deep convolutional neural networks
Galaxy classification, using digital images captured from sky surveys to determine the galaxy morphological classes, is of great interest to astronomy researchers. Conventional methods rely heavily on a few handcrafted morphological features while popular feature extraction methods that developed …
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Machine learning approaches to star-galaxy classification
Accurate star-galaxy classification has many important applications in modern precision cosmology. However, a vast number of faint sources that are detected in the current and next-generation ground-based surveys may be challenged by poor star-galaxy classification. Thus, we explore a variety of …