Bryan Cave Leighton Paisner LLP
Motion deblurring using neural network architectures
This disclosure relates to improved techniques for performing computer vision functions including motion deblurring functions. The techniques described herein utilize a neural network architecture to perform these functions. The neural network architecture can include a human-aware attention model that is able to distinguish between foreground human objects and background portions of degraded images affected by motion blur. The neural network architecture further includes an encoder-decoder network that separately performs motion deblurring functions on foreground and background portions of degraded images, and reconstructs enhanced images corresponding to the degraded images.
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Xiankai Ling Wenguan Jianbing Ziyi
Lu Shao Wang Shen Shen