Autofocus Layer for Semantic Segmentation
MICCAI, pp. 603-611, 2018.
We propose the autofocus convolutional layer for semantic segmentation with the objective of enhancing the capabilities of neural networks for multi-scale processing. Autofocus layers adaptively change the size of the effective receptive field based on the processed context to generate more powerful features. This is achieved by paralleli...More
Full Text (Upload PDF)
PPT (Upload PPT)