Incremental learning of latent structural SVM for weakly supervised image classification.
Thibaut DurandNicolas ThomeMatthieu CordDavid PicardPublished in: ICIP (2014)
Keyphrases
- incremental learning
- structural svm
- weakly supervised
- image classification
- latent variables
- semi supervised
- topic models
- discriminative training
- ls svm
- bag of words
- image representation
- object class
- superpixels
- svm classifier
- feature extraction
- image features
- supervised learning
- learning process
- visual words
- labeled data
- active learning
- face recognition
- multi label
- probabilistic model
- hidden markov models
- unsupervised learning
- natural images
- maximum likelihood