Objectness Region Enhancement Networks for Scene Parsing

@article{Ou2017ObjectnessRE,
  title={Objectness Region Enhancement Networks for Scene Parsing},
  author={Xin-Yu Ou and Ping Li and Hefei Ling and Si Liu and Tianjiang Wang and Dan Li},
  journal={Journal of Computer Science and Technology},
  year={2017},
  volume={32},
  pages={683-700}
}
Semantic segmentation has recently witnessed rapid progress, but existing methods only focus on identifying objects or instances. In this work, we aim to address the task of semantic understanding of scenes with deep learning. Different from many existing methods, our method focuses on putting forward some techniques to improve the existing algorithms, rather than to propose a whole new framework. Objectness enhancement is the first effective technique. It exploits the detection module to… CONTINUE READING