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SURFCNN: A DESCRIPTOR ENHANCED CONVOLUTIONAL NEURAL NETWORK
Ahmed M.Elmoogy, Xiaodai Dong, Tao Lu, Robert Westendorp, Michael Xie
Feb 12, 2018 (modified: Feb 12, 2018)ICLR 2018 Workshop Submissionreaders: everyone
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.
TL;DR:We use an image descriptor to make convolutional neural network more efficient.
Keywords:SURF, CNN, image descriptor
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