Color Manipulation
6 papers with code • 0 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Color Manipulation
Most implemented papers
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition
hikopensource/davar-lab-ocr
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Arbitrary text appearance poses a great challenge in scene text recognition tasks.
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer
VinAIResearch/CPM
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CVPR 2021
However, existing works overlooked the latter components and confined makeup transfer to color manipulation, focusing only on light makeup styles.
High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network
Existing image-to-image translation (I2IT) methods are either constrained to low-resolution images or long inference time due to their heavy computational burden on the convolution of high-resolution feature maps.
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement
mv-lab/nilut
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Moreover, a NILUT can be extended to incorporate multiple styles into a single network with the ability to blend styles implicitly.
NamedCurves: Learned Image Enhancement via Color Naming
A popular method for enhancing images involves learning the style of a professional photo editor using pairs of training images comprised of the original input with the editor-enhanced version.
Efficient Neural Network Encoding for 3D Color Lookup Tables
To this end, we propose a model with a memory footprint of less than 0. 25 MB that can reconstruct 512 LUTs with only minor color distortion ($\bar{\Delta}E_M$ $\leq$ 2. 0) over the entire color gamut.
