About
Face sketch synthesis is the task of generating a sketch from an input face photo.
( Image credit: High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks )
Benchmarks
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Datasets
Greatest papers with code
TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
• weihaox/TediGAN
• 
In this work, we propose TediGAN, a novel framework for multi-modal image generation and manipulation with textual descriptions.
Ranked #1 on
Text-to-Image Generation
on Multi-Modal-CelebA-HQ
Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs
• fei-hdu/ca-gan
•
Experimental results show that our method is capable of generating both visually comfortable and identity-preserving face sketches/photos over a wide range of challenging data.
Ranked #1 on
Face Sketch Synthesis
on CUFS
(FID metric)
Semi-Supervised Learning for Face Sketch Synthesis in the Wild
• chaofengc/Face-Sketch-Wild
•
Instead of supervising the network with ground truth sketches, we first perform patch matching in feature space between the input photo and photos in a small reference set of photo-sketch pairs.
Ranked #1 on
Face Sketch Synthesis
on CUHK
Face Sketch Synthesis with Style Transfer using Pyramid Column Feature
We utilize a fully convolutional neural network (FCNN) to create the content image, and propose a style transfer approach to introduce textures and shadings based on a newly proposed pyramid column feature.
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks
To this end, we propose a novel synthesis framework called Photo-Sketch Synthesis using Multi-Adversarial Networks, (PS2-MAN) that iteratively generates low resolution to high resolution images in an adversarial way.
Ranked #2 on
Face Sketch Synthesis
on CUHK
FACE SKETCH SYNTHESIS IMAGE QUALITY ASSESSMENT IMAGE-TO-IMAGE TRANSLATION
Bridging Unpaired Facial Photos And Sketches By Line-drawings
• fei-hdu/sRender
•
In this paper, we propose a novel method to learn face sketch synthesis models by using unpaired data.
FACE SKETCH SYNTHESIS IMAGE-TO-IMAGE TRANSLATION STYLE TRANSFER
Scoot: A Perceptual Metric for Facial Sketches
In this paper, we design a perceptual metric, called Structure Co-Occurrence Texture (Scoot), which simultaneously considers the block-level spatial structure and co-occurrence texture statistics.