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Colorization

37 papers with code · Computer Vision

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Greatest papers with code

Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN

11 Jun 2017lllyasviel/style2paints

Recently, with the revolutionary neural style transferring methods, creditable paintings can be synthesized automatically from content images and style images.

COLORIZATION STYLE TRANSFER

Colorful Image Colorization

28 Mar 2016richzhang/colorization

We embrace the underlying uncertainty of the problem by posing it as a classification task and use class-rebalancing at training time to increase the diversity of colors in the result.

COLORIZATION SELF-SUPERVISED IMAGE CLASSIFICATION

Real-Time User-Guided Image Colorization with Learned Deep Priors

8 May 2017junyanz/interactive-deep-colorization

The system directly maps a grayscale image, along with sparse, local user "hints" to an output colorization with a Convolutional Neural Network (CNN).

COLORIZATION

Deep Exemplar-based Colorization

17 Jul 2018msracver/Deep-Exemplar-based-Colorization

More importantly, as opposed to other learning-based colorization methods, our network allows the user to achieve customizable results by simply feeding different references.

COLORIZATION IMAGE RETRIEVAL

Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2

9 Dec 2017baldassarreFe/deep-koalarization

We review some of the most recent approaches to colorize gray-scale images using deep learning methods.

COLORIZATION

Learning Representations for Automatic Colorization

22 Mar 2016gustavla/autocolorize

This intermediate output can be used to automatically generate a color image, or further manipulated prior to image formation.

COLORIZATION REPRESENTATION LEARNING

The Fast Bilateral Solver

10 Nov 2015poolio/bilateral_solver

We present the bilateral solver, a novel algorithm for edge-aware smoothing that combines the flexibility and speed of simple filtering approaches with the accuracy of domain-specific optimization algorithms.

COLORIZATION SEMANTIC SEGMENTATION

Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss

ICCV 2019 blandocs/Tag2Pix

A GAN approach is proposed, called Tag2Pix, of line art colorization which takes as input a grayscale line art and color tag information and produces a quality colored image.

LINE ART COLORIZATION

Image Colorization with Generative Adversarial Networks

14 Mar 2018ImagingLab/Colorizing-with-GANs

Over the last decade, the process of automatic image colorization has been of significant interest for several application areas including restoration of aged or degraded images.

COLORIZATION

Guided Image Generation with Conditional Invertible Neural Networks

4 Jul 2019VLL-HD/FrEIA

We demonstrate these properties for the tasks of MNIST digit generation and image colorization.

COLORIZATION IMAGE GENERATION