R-CNN minus R

@article{Lenc2015RCNNMR,
  title={R-CNN minus R},
  author={Karel Lenc and Andrea Vedaldi},
  journal={ArXiv},
  year={2015},
  volume={abs/1506.06981}
}

• Karel Lenc, Andrea Vedaldi
• Published in BMVC 2015
• DOI:10.5244/C.29.5

Deep convolutional neural networks (CNNs) have had a major impact in most areas of image understanding, including object category detection. In object detection, methods such as R-CNN have obtained excellent results by integrating CNNs with region proposal generation algorithms such as selective search. In this paper, we investigate the role of proposal generation in CNN-based detectors in order to determine whether it is a necessary modelling component, carrying essential geometric information… CONTINUE READING

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