Face Sketch Synthesis

9 papers with code • 4 benchmarks • 6 datasets

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 )

Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models

Nithin-GK/UniteandConquer CVPR 2023

We also introduce a novel reliability parameter that allows using different off-the-shelf diffusion models trained across various datasets during sampling time alone to guide it to the desired outcome satisfying multiple constraints.

28
01 Dec 2022

Bridging Unpaired Facial Photos And Sketches By Line-drawings

fei-hdu/sRender 1 Feb 2021

In this paper, we propose a novel method to learn face sketch synthesis models by using unpaired data.

23
01 Feb 2021

TediGAN: Text-Guided Diverse Face Image Generation and Manipulation

weihaox/TediGAN CVPR 2021

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

365
06 Dec 2020

Face Sketch Synthesis with Style Transfer using Pyramid Column Feature

chaofengc/Face-Sketch 18 Sep 2020

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.

55
18 Sep 2020

Scoot: A Perceptual Metric for Facial Sketches

DengPingFan/Scoot ICCV 2019

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.

7
21 Aug 2019

Semi-Supervised Learning for Face Sketch Synthesis in the Wild

chaofengc/Face-Sketch-Wild 12 Dec 2018

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.

87
12 Dec 2018

Face Sketch Synthesis Style Similarity:A New Structure Co-occurrence Texture Measure

DengPingFan/Scoot 9 Apr 2018

However, human perception of the similarity of two sketches will consider both structure and texture as essential factors and is not sensitive to slight ("pixel-level") mismatches.

7
09 Apr 2018

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

fei-hdu/ca-gan 4 Dec 2017

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.

90
04 Dec 2017

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

lidan1/PhotoSketchMAN 27 Oct 2017

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.

40
27 Oct 2017