Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals
IEEE Transactions on Circuits and Systems for Video Technology(2021)
摘要
With a great success of the generative model via deep neural networks, monocular depth estimation has been actively studied by exploiting various encoder-decoder architectures. However, the decoding process in most previous methods, which repeats simple up-sampling operations, probably fails to fully utilize underlying properties of well-encoded features for monocular depth estimation. To resolve ...
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关键词
Estimation,Laplace equations,Decoding,Feature extraction,Convolution,Color,Image reconstruction
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