Machine learning on difference image analysis: A comparison of methods for transient detection.
Bruno SánchezMariano DomínguezMarcelo LaresMartin BeroizJuan B. CabralSebastián GurovichCecilia QuiñonesRodolfo A. ArtolaCarlos A. ColazoMatías E. SchneiterCarla GirardiniMarina TornatoreJos Luis Nilo CastellónDiego García LambasMario C. DíazPublished in: Astron. Comput. (2019)
Keyphrases
- machine learning
- image analysis
- preprocessing
- machine learning methods
- machine learning algorithms
- neural network
- texture classification
- statistical methods
- knowledge acquisition
- pattern recognition
- data sets
- computer vision
- image segmentation
- information retrieval
- benchmark datasets
- anomaly detection
- empirical studies
- natural language processing
- search engine
- information extraction
- significant improvement
- artificial intelligence
- decision trees
- computer science
- data mining
- multiscale
- detection accuracy
- machine learning approaches