LAUSR

Partial Convolution for Padding, Inpainting, and Image Synthesis

Sign Up to like & get
recommendations!
1 Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2022.3209702

Abstract: Partial convolution weights convolutions with binary masks and renormalizes on valid pixels. It was originally proposed for image inpainting task because a corrupted image processed by a standard convolutional often leads to artifacts. Therefore, binary… read more here.

Keywords: partial convolution; convolution padding; image synthesis; convolution based ... See more keywords