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Low-end and compact mobile cameras demonstrate limited photo quality mainly due to space, hardware and budget constraints.
Image quilting for texture synthesis and transfer
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Automatic photo adjustment using deep neural networks
Z. Yan, H. Zhang, B. Wang, S. Paris, and Y. Yu · 2016
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The cityscapes dataset for semantic urban scene understanding
M. Cordts, M. Omran, S. Ramos, T. Rehfeld, M. Enzweiler, R. Benenson, U. Franke, S. Roth, and B. Schiele · 2016
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Perceptual Losses for Real-Time Style Transfer and Super-Resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
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Accurate image super-resolution using very deep convolutional networks
J. Kim, J. K. Lee, and K. M. Lee · 2016
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Photo-realistic single image super-resolution using a generative adversarial network
C. Ledig, L. Theis, F. Huszar, J. Caballero, A. P. Aitken, A. Tejani, J. Totz, Z. Wang, and W. Shi · 2016
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Automatic content-aware color and tone stylization
J.-Y. Lee, K. Sunkavalli, Z. Lin, X. Shen, and I. So Kweon · 2016
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Learning deep transmission network for single image dehazing
Z. Ling, G. Fan, Y. Wang, and X. Lu · 2016
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Colorful image colorization
R. Zhang, P. Isola, and A. A. Efros · 2016
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Fast depth image denoising and enhancement using a deep convolutional network
X. Zhang and R. Wu · 2016
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Ntire 2017 challenge on single image super-resolution: Dataset and study
E. Agustsson and R. Timofte · 2017
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DSLR-quality photos on mobile devices with deep convolutional networks
A. Ignatov, N. Kobyshev, R. Timofte, K. Vanhoey, and L. Van Gool · 2017
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
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NTIRE 2017 challenge on single image super-resolution: Methods and results
R. Timofte et al · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
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