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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 )

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Datasets

Greatest papers with code

TediGAN: Text-Guided Diverse Face Image Generation and Manipulation

6 Dec 2020weihaox/TediGAN

In this work, we propose TediGAN, a novel framework for multi-modal image generation and manipulation with textual descriptions.

FACE SKETCH SYNTHESIS TEXT-TO-IMAGE GENERATION

Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs

4 Dec 2017fei-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)

FACE SKETCH SYNTHESIS

Semi-Supervised Learning for Face Sketch Synthesis in the Wild

12 Dec 2018chaofengc/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.

FACE SKETCH SYNTHESIS PATCH MATCHING

Face Sketch Synthesis with Style Transfer using Pyramid Column Feature

18 Sep 2020chaofengc/Face-Sketch

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.

FACE SKETCH SYNTHESIS STYLE TRANSFER

High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks

27 Oct 2017lidan1/PhotoSketchMAN

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.

FACE SKETCH SYNTHESIS IMAGE QUALITY ASSESSMENT IMAGE-TO-IMAGE TRANSLATION

Bridging Unpaired Facial Photos And Sketches By Line-drawings

1 Feb 2021fei-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

ICCV 2019 DengPingFan/Scoot

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.

FACE SKETCH SYNTHESIS SSIM