Logical Vision: One-Shot Meta-Interpretive Learning from Real Images

@inproceedings{Dai2017LogicalVO,
  title={Logical Vision: One-Shot Meta-Interpretive Learning from Real Images},
  author={Wang-Zhou Dai and Stephen Muggleton and Jing Wen and Alireza Tamaddoni-Nezhad and Zhi-Hua Zhou},
  booktitle={ILP},
  year={2017}
}
Statistical machine learning is widely used in image classification. However, most techniques 1) require many images to achieve high accuracy and 2) do not provide support for reasoning below the level of classification, and so are unable to support secondary reasoning, such as the existence and position of light sources and other objects outside the image… CONTINUE READING