Tag Archives: convolution-matrix

Upsampling, deconvolution, unpooling

This blog is inspired from my previous blog on Fully Convolutional Networks (FCN). It is important to know about upsampling, deconvolution and unpooling to fully understand FCNs. Upsampling In image processing, the process of upsampling is something, where we try to stretch up image resolution.  Traditionally, upsampling is performed using techniques like: Bi-linear interpolationBi-cubic interpolationNearest… Read More »