Exposing Computer Generated Images by Eye's Region Classification via Transfer Learning of VGG19 CNN.
Tiago CarvalhoEdmar R. S. De RezendeMatheus T. P. AlvesFernanda K. C. BalieiroRicardo B. SovatPublished in: ICMLA (2017)
Keyphrases
- transfer learning
- computer generated images
- text classification
- machine learning
- cross domain learning
- knowledge transfer
- machine learning algorithms
- labeled data
- learning tasks
- cross domain
- feature vectors
- text categorization
- supervised learning
- collaborative filtering
- decision trees
- multi task
- feature selection
- support vector machine
- active learning
- support vector
- unsupervised learning
- class labels
- computer graphics
- transfer knowledge
- reinforcement learning
- model selection
- nearest neighbor
- viewpoint
- training set
- sentiment classification
- domain adaptation
- e learning