SURFCNN: A DESCRIPTOR ENHANCED CONVOLUTIONAL NEURAL NETWORK

Ahmed M.Elmoogy, Xiaodai Dong, Tao Lu, Robert Westendorp, Michael Xie

Feb 12, 2018 (modified: Jun 04, 2018) ICLR 2018 Workshop Submission readers: everyone Show Bibtex
  • Abstract: Adding an image descriptor to the input significantly enhances the performance of a convolutional neural network. By incorporating a SURF descriptor for indoor localization applications, we report a simpler convolutional neural network with fast training speed and outstanding accuracy and without the need for a pretrained network in contrast to the state of art.
  • Keywords: SURF, CNN, image descriptor
  • TL;DR: We use an image descriptor to make convolutional neural network more efficient.

Loading