Graph-based multimodal semi-supervised image classification

@article{Xie2014GraphbasedMS,
  title={Graph-based multimodal semi-supervised image classification},
  author={Wenxuan Xie and Zhiwu Lu and Y. Peng and J. Xiao},
  journal={Neurocomputing},
  year={2014},
  volume={138},
  pages={167-179}
}
  • Wenxuan Xie, Zhiwu Lu, +1 author J. Xiao
  • Published 2014
  • Computer Science
  • Neurocomputing
  • Abstract We investigate an image classification task where training images come along with tags, but only a subset being labeled, and the goal is to predict the class label of test images without tags. This task is important for image search engine on photo sharing websites. In previous studies, it is handled by first training a multiple kernel learning classifier using both image content and tags to score unlabeled training images and then establishing a least-squares regression (LSR) model on… CONTINUE READING
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