Generative regularization with latent topics for discriminative object recognition.
José C. RubioAngela EigenstetterBjörn OmmerPublished in: Pattern Recognit. (2015)
Keyphrases
- latent topics
- discriminative methods
- bag of words
- latent variables
- generative model
- topic models
- generative and discriminative models
- latent dirichlet allocation
- object recognition
- semi supervised
- discriminative models
- discriminative learning
- probabilistic model
- image classification
- topic modeling
- text classification
- action recognition
- object categories
- text documents
- image representation
- visual words
- prior knowledge
- probabilistic topic models
- computer vision
- unsupervised learning
- hidden markov models
- lda model
- pairwise
- probabilistic latent semantic analysis
- image features