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05/05/2021
Physically Inspired Dense Fusion Networks for Relighting
Image relighting has emerged as a problem of significant research intere...
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09/10/2019
Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors
High resolution Magnetic Resonance (MR) images are desired for accurate ...
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04/22/2019
Adaptive Transform Domain Image Super-resolution Via Orthogonally Regularized Deep Networks
Deep learning methods, in particular, trained Convolutional Neural Netwo...
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01/21/2019
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection
Cell nuclei detection is a challenging research topic because of limitat...
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09/10/2018
Deep MR Image Super-Resolution Using Structural Priors
High resolution magnetic resonance (MR) images are desired for accurate ...
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06/29/2018
Deep Networks with Shape Priors for Nucleus Detection
Detection of cell nuclei in microscopic images is a challenging research...
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02/08/2018
Deep Image Super Resolution via Natural Image Priors
Single image super-resolution (SR) via deep learning has recently gained...
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02/06/2018
Orthogonally Regularized Deep Networks For Image Super-resolution
Deep learning methods, in particular trained Convolutional Neural Networ...
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01/16/2018