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Showing 1 to 2 of 2 for “"Separable Convolution"”.
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Novel image processing and deep learning methods for head and neck cancer delineation from MRI data
… a two-pathway encoder with classical and dilated convolutional kernels to combine local and non-local information. To design this DCNN using limited HNC MRI data, data augmentation was used to help the training, depth-separable convolution was used to reduce number of parameters, cross-validation …
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Implementation of Separable & Steerable Gaussian Smoothers on an FPGA
… of proposed computationally efficient separable and steerable Gaussian smoothers on a Xilinx VirtexII Pro FPGA platform. FPGAs are Field Programmable Gate Arrays which consist of a collection of logic blocks including lookup tables, flip flops and some amount of Random Access Memory. …