Object instance identification with fully convolutional networks

@article{Portaz2018ObjectII,
  title={Object instance identification with fully convolutional networks},
  author={Maxime Portaz and Matthias Kohl and Jean-Pierre Chevallet and Georges Qu{\'e}not and Philippe Mulhem},
  journal={Multimedia Tools and Applications},
  year={2018},
  pages={1-18}
}
This paper presents a novel approach for instance search and object detection, applied to museum visits. This approach relies on fully convolutional networks (FCN) to obtain region proposals and object representation. Our proposal consists in four steps: a classical convolutional network is first fined-tuned as classifier over the dataset, next we build… CONTINUE READING