FaceSketch-Awesome-List
News
Categories:
Related Work |
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Handcraft Feature based Facial Sketch Synthesis |
General Neural Style Transfer |
Deep Image-to-Image Translation |
Deep Image-to-Sketch Synthesis |
Towards Image-to-Sketch Synthesis
Handcraft Feature based Facial Sketch Synthesis
2018
- [RS] Random Sampling for Fast Face Sketch Synthesis (PR) [paper]
2017
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[DSM] Adaptive representation-based face sketch-photo synthesis (NC) [paper]
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[AR] Free-Hand Sketch Synthesis with Deformable Stroke Models (IJCV) [paper]
2016
- [MR] Multiple Representations-Based Face Sketch–Photo Synthesis (TNNLS) [paper]
2015
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[RobustStyle] Superpixel-Based Face Sketch–Photo Synthesis (TCSVT) [paper]
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[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
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[SCDL] Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch synthesis (CVPR) [paper]
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[MWF] Markov Weight Fields for face sketch synthesis (CVPR) [paper]
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[SR] Face Sketch–Photo Synthesis and Retrieval Using Sparse Representation (TCSVT) [paper]
2011
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[LRM] Local Regression Model for Automatic Face Sketch Generation (ICIG) [paper]
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[MOR] Face Sketch Synthesis via Multivariate Output Regression (HCII) [paper]
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[MDSR] Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework (ICIG) [paper]
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[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
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[RST] Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes (CVPR) [paper] [code]
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[LPN] Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer (CVPR) [paper] [code])
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[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
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[LinearTransfer] Learning Linear Transformations for Fast Image and Video Style Transfer (CVPR) [paper] [code]
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[SANet] Arbitrary Style Transfer With Style-Attentional Networks (CVPR) [paper] [demo]
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[Image2StyleGAN] Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? (CVPR) [paper] [code]
2018
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[DFR] Arbitrary Style Transfer With Deep Feature Reshuffle (CVPR) [paper] [code]
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[CartoonGAN] CartoonGAN: Generative Adversarial Networks for Photo Cartoonization (CVPR) [paper] [code]
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[MNetwork] Neural Style Transfer via Meta Networks (CVPR) [paper] [code]
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[Avatar-net] Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration (CVPR) [paper] [code]
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[CFITT] A Common Framework for Interactive Texture Transfer (CVPR) [paper] [code]
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[SSC] Separating Style and Content for Generalized Style Transfer (CVPR) [paper] [code]
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[SNST] Stereoscopic Neural Style Transfer (CVPR) [paper]
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[CL] The Contextual Loss for Image Transformation with Non-Aligned Data (ECCV) [paper] [code]
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[SACL] A Style-aware Content Loss for Real-time HD Style Transfer (ECCV) [paper]
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[ARF] Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields (ECCV) [paper] [code]
2017
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[ILC] Incorporating Long-rage Consistency in CNN-based Texture Generation (ICLR) [paper] [code]
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[CIN] A Learned Representation for Artistic Style (ICLR) [paper] [code]
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[CPF] Controlling Perceptual Factors in Neural Style Transfer (CVPR) [paper] [code]
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[FFN] Diversified Texture Synthesis With Feed-Forward Networks (CVPR) [paper] [code]
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[StyleBank] StyleBank: An Explicit Representation for Neural Image Style Transfer (CVPR) [paper]
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[ITN] Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis (CVPR) [paper] [code]
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[HDCNN] Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer (CVPR) [paper] [code]
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[AdaIN] Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization (ICCV) [paper] [code]
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[CI] Characterizing and Improving Stability in Neural Style Transfer (ICCV) [paper] [code]
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[DNLRF] Decoder Network Over Lightweight Reconstructed Feature for Fast Semantic Style Transfer (ICCV) [paper]
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[WCT] Universal Style Transfer via Feature Transforms (NeurIPS) [paper] [code]
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[VAT-DIA] Visual Attribute Transfer through Deep Image Analogy (TOG) [paper] [code]
2016
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[NST] Image Style Transfer Using Convolutional Neural Networks (CVPR) [paper] [code]
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[CNNMRF] Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis (CVPR) [paper] [code]
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[FNS] Perceptual Losses for Real-Time Style Transfer and Super-Resolution (ECCV) [paper] [code]
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[MGANs] Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks (ECCV) [paper] [code]
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[TextureNet] Texture Networks: Feed-forward Synthesis of Textures and Stylized Images (ICML) [paper] [code]
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[EDSC] Painting style transfer for head portraits using convolutional neural networks (TOG) [paper]
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[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
2022
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]
- [SDEdit] SDEdit: Image Synthesis and Editing with Stochastic Differential Equations (arXiv) [paper] [code]
2020
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[UGATIT] U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR) [paper] [code]
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[CrossNet] CrossNet: Latent Cross-Consistency for Unpaired Image Translation (WACV) [paper]
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[StarGAN v2] StarGAN v2: Diverse Image Synthesis for Multiple Domains (CVPR) [paper] [code]
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[HiDT] High-Resolution Daytime Translation Without Domain Labels (CVPR) [paper] [code]
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[NICE-GAN] Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation (CVPR) [paper] [code]
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[SEAN] SEAN: Image Synthesis With Semantic Region-Adaptive Normalization (CVPR) [paper] [code]
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[CoCosNet] Cross-Domain Correspondence Learning for Exemplar-Based Image Translation (CVPR) [paper] [code]
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[TSIT] TSIT: A Simple and Versatile Framework for Image-to-Image Translation (ECCV) [paper] [code]
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[DSMAP] Domain-Specific Mappings for Generative Adversarial Style Transfer (ECCV) [paper] [code]
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[ACL-GAN] Unpaired Image-to-Image Translation using Adversarial Consistency Loss (ECCV) [paper] [code]
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[DRIT++] DRIT++: Diverse Image-to-Image Translation via Disentangled Representations (IJCV) [paper] [code]
2019
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[EGSC-IT] Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency (ICLR) [paper] [code]
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[HarmonicGAN] Harmonic Unpaired Image-to-image Translation (ICLR) [paper]
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[GDWCT] Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation (CVPR) [paper] [code]
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[SPADE] Semantic Image Synthesis with Spatially-Adaptive Normalization (CVPR) [paper] [code]
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[TransGaGa] TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation (CVPR) [paper]
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[MS-GAN] Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR) [paper] [code]
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[Selection-GAN] Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation (CVPR) [paper] [code]
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[AttentionGAN] Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation (IJCNN) [paper] [code]
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[FUNIT] Few-Shot Unsupervised Image-to-Image Translation (ICCV) [paper] [code]
2018
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[Pix2pixHD] High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs (CVPR) [paper] [code]
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[DA-GAN] DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks (CVPR) [paper]
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[StarGAN] StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation (CVPR) [paper] [code]
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[ModularGAN] Modular Generative Adversarial Networks (ECCV) [paper]
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[GANimation] Anatomically Coherent Facial Expression Synthesis (ECCV) [paper] [code]
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[SCANs] Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks (ECCV) [paper]
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[MUNIT] Multimodal Unsupervised Image-to-image Translation (ECCV) [paper] [code]
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[Elegant] ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes (ECCV) [paper] [code]
2017
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[Pix2pix] Image-To-Image Translation With Conditional Adversarial Networks (CVPR) [paper] [code]
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[SisGAN] Semantic Image Synthesis via Adversarial Learning (ICCV) [paper] [code]
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[CycleGAN] Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks (ICCV) [paper] [code]
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[DualGAN] DualGAN: Unsupervised Dual Learning for Image-To-Image Translation (ICCV) [paper] [code]
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[DiscoGAN] Learning to Discover Cross-Domain Relations with Generative Adversarial Networks (ICML) [paper] [code]
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[DTN] Unsupervised Cross-domain Image Generation (ICLR) [paper]
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[BicycleGAN] Toward Multimodal Image-to-Image Translation (NeurIPS) [paper] [code]
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[UNIT] Unsupervised Image-to-Image Translation Networks (NeurIPS) [paper] [code]
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[DistanceGAN] One-Sided Unsupervised Domain Mapping (NeurIPS) [paper] [code]
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[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]
- [GAN Sketching] Sketch Your Own GAN (ICCV) [paper]
- [DoodleFormer] DoodleFormer: Creative Sketch Drawing with Transformers (Arxiv) [paper]
2020
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[APDrawing++] Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs (TPAMI) [paper] [code]
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[UPDG] Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping (CVPR) [paper] [code]
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[WCR-GAN] Learning to Cartoonize Using White-Box Cartoon Representations (CVPR) [paper]
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[EdgeGAN] SketchyCOCO: Image Generation From Freehand Scene Sketches (CVPR) [paper] [code]
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[DeepPS] Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches (ECCV) [paper] [code]
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[DeepFaceDrawing] DeepFaceDrawing: deep generation of face images from sketches (TOG) [paper] [code]
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[CA-GAN] Toward Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs (ITC) [paper] [code]
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[IDA-CycleGAN] Identity-aware CycleGAN for face photo-sketch synthesis and recognition (PR) [paper]
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[IPAM-GAN] An Identity-Preserved Model for Face Sketch-Photo Synthesis (SPL) [paper]
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[MvDT] Universal Face Photo-Sketch Style Transfer via Multiview Domain Translation (TIP) [paper] [code]
2019
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[PI-REC] PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain (arXiv) [paper] [code]
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[DLLRR] Deep Latent Low-Rank Representation for Face Sketch Synthesis (TNNLS) [paper]
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[Col-cGAN] A Deep Collaborative Framework for Face Photo–Sketch Synthesis (TNNLS) [paper]
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[CFSS] Cascaded Face Sketch Synthesis Under Various Illuminations (TIP) [paper]
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[KT] Face Photo-Sketch Synthesis via Knowledge Transfer (IJCAI) [paper]
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[im2pencil] Im2Pencil: Controllable Pencil Illustration from Photographs (CVPR) [paper] [code]
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[ISF] Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation (ICCV) [paper]
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[APDrawing] APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs (CVPR) [paper] [code]
2018
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[FSSC2F] Face Sketch Synthesis from Coarse to Fine (AAAI) [paper]
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[TextureGAN] TextureGAN: Controlling Deep Image Synthesis with Texture Patches (CVPR) [paper] [code]
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[SCC-GAN] Learning to Sketch with Shortcut Cycle Consistency (CVPR) [paper]
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[ContextualGAN] Image Generation from Sketch Constraint Using Contextual GAN (ECCV) [paper] [code]
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[pGAN] Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid (IJCAI) [paper] [code]
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[MRNF] Markov Random Neural Fields for Face Sketch Synthesis (IJCAI) [paper]
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[PS2-MAN] High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks (FG) [paper] [code]
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[DualT] Dual-Transfer Face Sketch–Photo Synthesis (TIP) [paper]
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[MDAL] Face Sketch Synthesis by Multidomain Adversarial Learning (TNNLS) [paper] [code]
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[FAG-GAN] Facial Attributes Guided Deep Sketch-to-Photo Synthesis (WACVW) [paper]
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[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]
- [Scribbler] Scribbler: Controlling Deep Image Synthesis with Sketch and Color (CVPR) [paper] [project]
2015
- [FCRL] End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning (ICMR) [paper]