FaceSketch-Awesome-List

News

• [2021.08] Deep Facial Synthesis: A New Challenge is coming soon! [paper] [code]

Categories:

Towards Image-to-Sketch Synthesis

Handcraft Feature based Facial Sketch Synthesis

2018

• [RS] Random Sampling for Fast Face Sketch Synthesis (PR) [paper]

2017

• [DSM] Adaptive representation-based face sketch-photo synthesis (NC) [paper]

• [AR] Free-Hand Sketch Synthesis with Deformable Stroke Models (IJCV) [paper]

2016

• [MR] Multiple Representations-Based Face Sketch–Photo Synthesis (TNNLS) [paper]

2015

• [RobustStyle] Superpixel-Based Face Sketch–Photo Synthesis (TCSVT) [paper]

• [SPP] Robust Face Sketch Style Synthesis (TIP) [paper]

2014

• [REB] Real-Time Exemplar-Based Face Sketch Synthesis (ECCV) [paper]

2013

• [SAPS] Style and abstraction in portrait sketching (TOG) [paper]
• [FESM] Learnable Stroke Models for Example-based Portrait Painting (BMVC) [paper]
• [Transductive] Transductive Face Sketch-Photo Synthesis (TNNLS) [paper]
• [CDFSL] Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition (ICCV) [paper]

2012

• [SCDL] Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch synthesis (CVPR) [paper]

• [MWF] Markov Weight Fields for face sketch synthesis (CVPR) [paper]

• [SR] Face Sketch–Photo Synthesis and Retrieval Using Sparse Representation (TCSVT) [paper]

2011

• [LRM] Local Regression Model for Automatic Face Sketch Generation (ICIG) [paper]

• [MOR] Face Sketch Synthesis via Multivariate Output Regression (HCII) [paper]

• [MDSR] Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework (ICIG) [paper]

• [SVR] Face sketch-photo synthesis based on support vector regression (ICIP) [paper]

2010

• [LPR] Lighting and Pose Robust Face Sketch Synthesis (ECCV) [paper]

2009

• [MRF] Face Photo-Sketch Synthesis and Recognition (TPAMI) [paper]

2008

• [E-HMM] Face Sketch Synthesis Algorithm Based on E-HMM and Selective Ensemble (TCSVT) [paper]
• [HCM] A Hierarchical Compositional Model for Face Representation and Sketching (TPAMI) [paper]

2005

• [Nonlinear] A Nonlinear Approach for Face Sketch Synthesis and Recognition (ICCV) [paper]

2001

• [EFSGNS] Example-based facial sketch generation with non-parametric sampling (ICCV) [paper]

General Neural Style Transfer

2021

• [RST] Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes (CVPR) [paper] [code]

• [LPN] Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer (CVPR) [paper] [code])

• [pSp] Encoding in Style: A StyleGAN Encoder for Image-to-Image Translation (CVPR) [paper] [code]

2020

• [DIN] Dynamic Instance Normalization for Arbitrary Style Transfer (AAAI) [paper]

2019

• [LinearTransfer] Learning Linear Transformations for Fast Image and Video Style Transfer (CVPR) [paper] [code]

• [SANet] Arbitrary Style Transfer With Style-Attentional Networks (CVPR) [paper] [demo]

• [Image2StyleGAN] Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? (CVPR) [paper] [code]

2018

• [DFR] Arbitrary Style Transfer With Deep Feature Reshuffle (CVPR) [paper] [code]

• [CartoonGAN] CartoonGAN: Generative Adversarial Networks for Photo Cartoonization (CVPR) [paper] [code]

• [MNetwork] Neural Style Transfer via Meta Networks (CVPR) [paper] [code]

• [Avatar-net] Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration (CVPR) [paper] [code]

• [CFITT] A Common Framework for Interactive Texture Transfer (CVPR) [paper] [code]

• [SSC] Separating Style and Content for Generalized Style Transfer (CVPR) [paper] [code]

• [SNST] Stereoscopic Neural Style Transfer (CVPR) [paper]

• [CL] The Contextual Loss for Image Transformation with Non-Aligned Data (ECCV) [paper] [code]

• [SACL] A Style-aware Content Loss for Real-time HD Style Transfer (ECCV) [paper]

• [ARF] Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields (ECCV) [paper] [code]

2017

• [ILC] Incorporating Long-rage Consistency in CNN-based Texture Generation (ICLR) [paper] [code]

• [CIN] A Learned Representation for Artistic Style (ICLR) [paper] [code]

• [CPF] Controlling Perceptual Factors in Neural Style Transfer (CVPR) [paper] [code]

• [DPST] Deep Photo Style Transfer (CVPR) [paper] [code]

• [FFN] Diversified Texture Synthesis With Feed-Forward Networks (CVPR) [paper] [code]

• [StyleBank] StyleBank: An Explicit Representation for Neural Image Style Transfer (CVPR) [paper]

• [ITN] Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis (CVPR) [paper] [code]

• [HDCNN] Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer (CVPR) [paper] [code]

• [AdaIN] Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization (ICCV) [paper] [code]

• [CI] Characterizing and Improving Stability in Neural Style Transfer (ICCV) [paper] [code]

• [DNLRF] Decoder Network Over Lightweight Reconstructed Feature for Fast Semantic Style Transfer (ICCV) [paper]

• [WCT] Universal Style Transfer via Feature Transforms (NeurIPS) [paper] [code]

• [VAT-DIA] Visual Attribute Transfer through Deep Image Analogy (TOG) [paper] [code]

2016

• [NST] Image Style Transfer Using Convolutional Neural Networks (CVPR) [paper] [code]

• [CNNMRF] Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis (CVPR) [paper] [code]

• [FNS] Perceptual Losses for Real-Time Style Transfer and Super-Resolution (ECCV) [paper] [code]

• [MGANs] Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks (ECCV) [paper] [code]

• [TextureNet] Texture Networks: Feed-forward Synthesis of Textures and Stylized Images (ICML) [paper] [code]

• [EDSC] Painting style transfer for head portraits using convolutional neural networks (TOG) [paper]

• [FPST] Fast Patch-based Style Transfer of Arbitrary Style (NeurIPSW) [paper] [code]

2015

• [NST] A Neural Algorithm of Artistic Style (arXiv) [paper]

Deep Image-to-Image Translation

2021

• [LLS] Conditional Generative Modeling via Learning the Latent Space (ICLR) [paper] [code]

• [GH-feat] Generative Hierarchical Features from Synthesizing Images (CVPR) [paper] [code]

• [Divco] DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network (CVPR) [paper] [code]

• [CoCosNet v2] CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation (CVPR) [paper] [code]

2020

• [UGATIT] U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR) [paper] [code]

• [CrossNet] CrossNet: Latent Cross-Consistency for Unpaired Image Translation (WACV) [paper]

• [StarGAN v2] StarGAN v2: Diverse Image Synthesis for Multiple Domains (CVPR) [paper] [code]

• [HiDT] High-Resolution Daytime Translation Without Domain Labels (CVPR) [paper] [code]

• [NICE-GAN] Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation (CVPR) [paper] [code]

• [SEAN] SEAN: Image Synthesis With Semantic Region-Adaptive Normalization (CVPR) [paper] [code]

• [CoCosNet] Cross-Domain Correspondence Learning for Exemplar-Based Image Translation (CVPR) [paper] [code]

• [TSIT] TSIT: A Simple and Versatile Framework for Image-to-Image Translation (ECCV) [paper] [code]

• [DSMAP] Domain-Specific Mappings for Generative Adversarial Style Transfer (ECCV) [paper] [code]

• [ACL-GAN] Unpaired Image-to-Image Translation using Adversarial Consistency Loss (ECCV) [paper] [code]

• [DRIT++] DRIT++: Diverse Image-to-Image Translation via Disentangled Representations (IJCV) [paper] [code]

2019

• [EGSC-IT] Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency (ICLR) [paper] [code]

• [HarmonicGAN] Harmonic Unpaired Image-to-image Translation (ICLR) [paper]

• [GDWCT] Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation (CVPR) [paper] [code]

• [SPADE] Semantic Image Synthesis with Spatially-Adaptive Normalization (CVPR) [paper] [code]

• [TransGaGa] TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation (CVPR) [paper]

• [MS-GAN] Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR) [paper] [code]

• [Selection-GAN] Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation (CVPR) [paper] [code]

• [AttentionGAN] Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation (IJCNN) [paper] [code]

• [FUNIT] Few-Shot Unsupervised Image-to-Image Translation (ICCV) [paper] [code]

2018

• [Pix2pixHD] High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs (CVPR) [paper] [code]

• [DA-GAN] DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks (CVPR) [paper]

• [StarGAN] StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation (CVPR) [paper] [code]

• [ModularGAN] Modular Generative Adversarial Networks (ECCV) [paper]

• [GANimation] Anatomically Coherent Facial Expression Synthesis (ECCV) [paper] [code]

• [SCANs] Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks (ECCV) [paper]

• [MUNIT] Multimodal Unsupervised Image-to-image Translation (ECCV) [paper] [code]

• [Elegant] ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes (ECCV) [paper] [code]

2017

• [Pix2pix] Image-To-Image Translation With Conditional Adversarial Networks (CVPR) [paper] [code]

• [SisGAN] Semantic Image Synthesis via Adversarial Learning (ICCV) [paper] [code]

• [CycleGAN] Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks (ICCV) [paper] [code]

• [DualGAN] DualGAN: Unsupervised Dual Learning for Image-To-Image Translation (ICCV) [paper] [code]

• [DiscoGAN] Learning to Discover Cross-Domain Relations with Generative Adversarial Networks (ICML) [paper] [code]

• [DTN] Unsupervised Cross-domain Image Generation (ICLR) [paper]

• [BicycleGAN] Toward Multimodal Image-to-Image Translation (NeurIPS) [paper] [code]

• [UNIT] Unsupervised Image-to-Image Translation Networks (NeurIPS) [paper] [code]

• [DistanceGAN] One-Sided Unsupervised Domain Mapping (NeurIPS) [paper] [code]

• [TriangleGAN] Triangle Generative Adversarial Networks (NeurIPS) [paper] [code]

Deep Image-to-Sketch Synthesis

2021

• [MSG-SARL] Multi-Scale Gradients Self-Attention Residual Learning for Face Photo-Sketch Transformation (TIFS) [paper]

2020

• [APDrawing++] Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs (TPAMI) [paper] [code]

• [UPDG] Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping (CVPR) [paper] [code]

• [WCR-GAN] Learning to Cartoonize Using White-Box Cartoon Representations (CVPR) [paper]

• [EdgeGAN] SketchyCOCO: Image Generation From Freehand Scene Sketches (CVPR) [paper] [code]

• [DeepPS] Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches (ECCV) [paper] [code]

• [DeepFaceDrawing] DeepFaceDrawing: deep generation of face images from sketches (TOG) [paper] [code]

• [CA-GAN] Toward Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs (ITC) [paper] [code]

• [IDA-CycleGAN] Identity-aware CycleGAN for face photo-sketch synthesis and recognition (PR) [paper]

• [IPAM-GAN] An Identity-Preserved Model for Face Sketch-Photo Synthesis (SPL) [paper]

• [MvDT] Universal Face Photo-Sketch Style Transfer via Multiview Domain Translation (TIP) [paper] [code]

2019

• [PI-REC] PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain (arXiv) [paper] [code]

• [DLLRR] Deep Latent Low-Rank Representation for Face Sketch Synthesis (TNNLS) [paper]

• [Col-cGAN] A Deep Collaborative Framework for Face Photo–Sketch Synthesis (TNNLS) [paper]

• [CFSS] Cascaded Face Sketch Synthesis Under Various Illuminations (TIP) [paper]

• [KT] Face Photo-Sketch Synthesis via Knowledge Transfer (IJCAI) [paper]

• [im2pencil] Im2Pencil: Controllable Pencil Illustration from Photographs (CVPR) [paper] [code]

• [ISF] Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation (ICCV) [paper]

• [APDrawing] APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs (CVPR) [paper] [code]

2018

• [FSSC2F] Face Sketch Synthesis from Coarse to Fine (AAAI) [paper]

• [TextureGAN] TextureGAN: Controlling Deep Image Synthesis with Texture Patches (CVPR) [paper] [code]

• [SCC-GAN] Learning to Sketch with Shortcut Cycle Consistency (CVPR) [paper]

• [ContextualGAN] Image Generation from Sketch Constraint Using Contextual GAN (ECCV) [paper] [code]

• [pGAN] Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid (IJCAI) [paper] [code]

• [MRNF] Markov Random Neural Fields for Face Sketch Synthesis (IJCAI) [paper]

• [PS²-MAN] High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks (FG) [paper] [code]

• [DualT] Dual-Transfer Face Sketch–Photo Synthesis (TIP) [paper]

• [MDAL] Face Sketch Synthesis by Multidomain Adversarial Learning (TNNLS) [paper] [code]

• [FAG-GAN] Facial Attributes Guided Deep Sketch-to-Photo Synthesis (WACVW) [paper]

• [Geo-GAN] Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis (BIOSIG) [paper]

2017

• [DGFL] Deep Graphical Feature Learning for Face Sketch Synthesis (IJCAI) [paper]

2015

• [FCRL] End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning (ICMR) [paper]