Sketch Based Applications

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原文链接：https://blog.youkuaiyun.com/qq_33000225/article/details/90720833

基于草图的相关应用(Sketch Based Applications) 论文、代码的大汇总。

Github上持续更新：https://github.com/MarkMoHR/Awesome-Sketch-Based-Applications

目录

• 1. 基于草图的图像合成
  • 1.1 自动合成
  • 1.2 基于样式的合成
• 2. 基于草图的图像编辑
• 3. 基于草图的图像检索
• 4. 基于草图的3D形状检索
• 5. 基于草图的3D形状建模
• 6. 草图修复

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1. 基于草图的图像合成

1.1 自动合成

论文	发表处	相关链接
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis	CVPR 2018	code
Image Generation from Sketch Constraint Using Contextual GAN	ECCV 2018	[code] [project]
Multi-Instance Sketch to Image Synthesis With Progressive Generative Adversarial Networks	IEEE Access

1.2 基于样式的合成

论文	发表处	相关链接
TextureGAN: Controlling Deep Image Synthesis with Texture Patches	CVPR 2018	[code]
Multimodal Unsupervised Image-to-Image Translation	ECCV 2018	[code]

2. 基于草图的图像编辑

论文	发表处	相关链接
FaceShop: Deep Sketch-based Face Image Editing	SIGGRAPH 2018	[project]
Sparse, Smart Contours to Represent and Edit Images	CVPR 2018	[project]
Free-Form Image Inpainting with Gated Convolution	1806.03589	[project]

3. 基于草图的图像检索

论文	发表处	相关链接
Sketch Me That Shoe	CVPR 2016	[code-caffe] [code-tf] [project]
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval	CVPR 2017	[code]
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval	ICCV 2017	[project]
Zero-Shot Sketch-Image Hashing	CVPR 2018
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval	CVPR 2018
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval	ECCV 2018	[code]
Generalising Fine-Grained Sketch-Based Image Retrieval	CVPR 2019
Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval	CVPR 2019
LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search	CVPR 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval	CVPR 2019	[code]
Generative Model for Zero-Shot Sketch-Based Image Retrieval	CVPRW 2019
Learning Structural Representations via Dynamic Object Landmarks Discovery for Sketch Recognition and Retrieval	TIP 2019
Stacked Semantic-Guided Network for Zero-Shot Sketch-Based Image Retrieval	1904.01971
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval	1904.03208
Semantic Adversarial Network for Zero-Shot Sketch-Based Image Retrieval	1905.02327

4. 基于草图的3D形状检索

论文	发表处	相关链接
Sketch-based 3D Shape Retrieval using Convolutional Neural Networks	CVPR 2015
Learning Cross-Domain Neural Networks for Sketch-Based 3D Shape Retrieval	AAAI 2016
Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval	AAAI 2017
Learning Barycentric Representations of 3D Shapes for Sketch-based 3D Shape Retrieval	CVPR 2017
Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval	ECCV 2018
Unsupervised Learning of 3D Model Reconstruction from Hand-Drawn Sketches	ACMMM 2018

5. 基于草图的3D形状建模

论文	发表处	相关链接
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks	3DV 2017	[code] [project]
Shape Synthesis from Sketches via Procedural Models and Convolutional Networks	TVCG 2017
DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling	SIGGRAPH 2017	[project]
BendSketch: Modeling Freeform Surfaces Through 2D Sketching	SIGGRAPH 2017	[project]
Robust Flow-Guided Neural Prediction for Sketch-Based Freeform Surface Modeling	SIGGRAPH Asia 2018	[code] [project]

6. 草图修复

论文	发表处	相关链接
SketchGAN: Joint Sketch Completion and Recognition with Generative Adversarial Network	CVPR 2019