Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels.
Yanwei FuTimothy M. HospedalesTao XiangJiechao XiongShaogang GongYizhou WangYuan YaoPublished in: CoRR (2015)
Keyphrases
- pairwise
- multi class
- prediction accuracy
- pairwise constraints
- visual information
- prediction algorithm
- higher order
- visual features
- computationally efficient
- training data
- markov random field
- visual perception
- semantic labels
- information retrieval
- subjective evaluation
- statistical significance
- prediction error
- prediction model
- loss function
- semi supervised
- image retrieval
- training set
- learning algorithm