Research map / Image generation / Editing and style transfer
Face Sketch Synthesis From Coarse to Fine
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| add fine stage (probabilistic graphical model over candidate patches) after the coarse CNN stage (ablation) | coarse-to-fine face sketch synthesis · CUFS | SSIM: 0.4118 -> 0.4718 | Helped |
| add fine stage after the coarse stage (ablation) | coarse-to-fine face sketch synthesis · CUFS | VIF: 0.0736 -> 0.0837 | Helped |
| use coarse-to-fine method instead of best prior method (Bayesian-based) | face sketch synthesis · CUFS | SSIM: 0.4622 -> 0.4718 | Helped |
| use coarse-to-fine method instead of Bayesian-based method | face sketch synthesis · CUFS | VIF: 0.0790 -> 0.0837 | Helped |
Closest papers by meaning
- Scribbler: Controlling Deep Image Synthesis With Sketch and Color (CVPR 2017 · similarity 0.87)
- Self-Supervised Sketch-to-Image Synthesis (AAAI 2021 · similarity 0.86)
- Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch (CVPR 2025 · similarity 0.86)
- Picture That Sketch: Photorealistic Image Generation From Abstract Sketches (CVPR 2023 · similarity 0.86)
- One-Shot Reference-based Structure-Aware Image to Sketch Synthesis (AAAI 2025 · similarity 0.84)
- SketchINR: A First Look into Sketches as Implicit Neural Representations (CVPR 2024 · similarity 0.84)
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