How Can CNNs Use Image Position for Segmentation?

Rito Murase, Masanori Suganuma, Takayuki Okatani

Convolution is an equivariant operation, and image position does not affect its result. A recent study shows that the zero-padding employed in convolutional layers of CNNs provides…