Topic network: topic model with deep learning for image classification.
Zhiyong PanYang LiuGuoJun LiuMaozu GuoYang LiPublished in: J. Electronic Imaging (2018)
Keyphrases
- high dimensional
- topic models
- deep learning
- weakly supervised
- image classification
- topic modeling
- latent dirichlet allocation
- probabilistic model
- latent topics
- text mining
- latent variables
- text documents
- co occurrence
- unsupervised learning
- feature space
- bag of words
- generative model
- probabilistic topic models
- microblog posts
- complex networks
- image representation
- mental models
- image features
- news articles
- feature extraction
- machine learning