Sunrise or Sunset: Selective Comparison Learning for Subtle Attribute Recognition

@article{Zhou2017SunriseOS,
  title={Sunrise or Sunset: Selective Comparison Learning for Subtle Attribute Recognition},
  author={Hong-Yu Zhou and Bin-Bin Gao and Jianxin Wu},
  journal={CoRR},
  year={2017},
  volume={abs/1707.06335}
}
The difficulty of image recognition has gradually increased from general category recognition to fine-grained recognition and to the recognition of some subtle attributes such as temperature and geolocation. In this paper, we try to focus on the classification between sunrise and sunset and hope to give a hint about how to tell the difference in subtle attributes. Sunrise vs. sunset is a difficult recognition task, which is challenging even for humans. Towards understanding this new problem, we… CONTINUE READING