Search Results for author: Nikolay Kobyshev

Found 4 papers, 3 papers with code

Fast Perceptual Image Enhancement

1 code implementation31 Dec 2018 Etienne de Stoutz, Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Luc van Gool

We extend upon the results of Ignatov et al., where they are able to translate images from compact mobile cameras into images with comparable quality to high-resolution photos taken by DSLR cameras.

Image Enhancement

WESPE: Weakly Supervised Photo Enhancer for Digital Cameras

3 code implementations4 Sep 2017 Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Kenneth Vanhoey, Luc van Gool

Low-end and compact mobile cameras demonstrate limited photo quality mainly due to space, hardware and budget constraints.

Generative Adversarial Network

DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks

3 code implementations ICCV 2017 Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Kenneth Vanhoey, Luc van Gool

Despite a rapid rise in the quality of built-in smartphone cameras, their physical limitations - small sensor size, compact lenses and the lack of specific hardware, - impede them to achieve the quality results of DSLR cameras.

Translation

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