mlsanityData to 7 Oct 2026

SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color

arXiv 1902.06838 ↗First posted 18 Feb 2019cs.CVcited by 105

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Abstract (arXiv)

We present a novel image editing system that generates images as the user provides free-form mask, sketch and color as an input. Our system consist of a end-to-end trainable convolutional network. Contrary to the existing methods, our system wholly utilizes free-form user input with color and shape. This allows the system to respond to the user's sketch and color input, using it as a guideline to generate an image. In our particular work, we trained network with additional style loss which made it possible to generate realistic results, despite large portions of the image being removed. Our proposed network architecture SC-FEGAN is well suited to generate high quality synthetic image using intuitive user inputs.

Key facts. Cited by 105 papers in the map (data through 7 Oct 2026). First posted on arXiv 18 Feb 2019.

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Citing papers per year: 2021: 27; 2022: 33; 2023: 14; 2024: 20; 2025: 9; 2026: 2.

105 papers.

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  1. 2021SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equationscited by 1,903
  2. 2021Large Scale Image Completion via Co-Modulated Generative Adversarial Networkscited by 219
  3. 2022MAT: Mask-Aware Transformer for Large Hole Image Inpaintingcited by 216
  4. 2021High-Fidelity Pluralistic Image Completion with Transformerscited by 134
  5. 2021ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysiscited by 124
  6. 2022Uncovering the Disentanglement Capability in Text-to-Image Diffusion Modelscited by 116
  7. 2024IMAGDressing-v1: Customizable Virtual Dressingcited by 100
  8. 2022Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encodingcited by 83
  9. 2021HairCLIP: Design Your Hair by Text and Reference Imagecited by 79
  10. 2024Deepfake Generation and Detection: A Benchmark and Surveycited by 66
  11. 2021Countering Malicious DeepFakes: Survey, Battleground, and Horizoncited by 56
  12. 2024Wear-Any-Way: Manipulable Virtual Try-on via Sparse Correspondence Alignmentcited by 42
38 more
  1. 2021Bridging Global Context Interactions for High-Fidelity Image Completioncited by 40
  2. 2022Neural Strands: Learning Hair Geometry and Appearance from Multi-View Imagescited by 39
  3. 2023Picture that Sketch: Photorealistic Image Generation from Abstract Sketchescited by 34
  4. 2021SketchEdit: Mask-Free Local Image Manipulation with Partial Sketchescited by 32
  5. 2021LOHO: Latent Optimization of Hairstyles via Orthogonalizationcited by 30
  6. 2024MagicQuill: An Intelligent Interactive Image Editing Systemcited by 30
  7. 2022Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrievalcited by 27
  8. 2023Contrastive Pseudo Learning for Open-World DeepFake Attributioncited by 27
  9. 2021DeFLOCNet: Deep Image Editing via Flexible Low-level Controlscited by 26
  10. 2021Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenescited by 25
  11. 2021Towards Open-World Text-Guided Face Image Generation and Manipulationcited by 25
  12. 2021Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesiscited by 24
  13. 2024AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenariocited by 22
  14. 2021High Resolution Face Editing with Masked GAN Latent Code Optimizationcited by 21
  15. 2022ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priorscited by 21
  16. 2022DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGANcited by 18
  17. 2023HairCLIPv2: Unifying Hair Editing via Proxy Feature Blendingcited by 17
  18. 2022Learning Prior Feature and Attention Enhanced Image Inpaintingcited by 16
  19. 2022Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignmentcited by 16
  20. 2022GAN-based Facial Attribute Manipulationcited by 16
  21. 2021Barbershop: GAN-based Image Compositing using Segmentation Maskscited by 14
  22. 2021The Image Local Autoregressive Transformercited by 14
  23. 2024FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance, Head-pose, and Facial Expression Featurescited by 14
  24. 202415M Multimodal Facial Image-Text Datasetcited by 14
  25. 2023SIEDOB: Semantic Image Editing by Disentangling Object and Backgroundcited by 11
  26. 2022Context-Consistent Semantic Image Editing with Style-Preserved Modulationcited by 10
  27. 2023Reference-Guided Large-Scale Face Inpainting with Identity and Texture Controlcited by 10
  28. 2024HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attentioncited by 10
  29. 2024HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approachcited by 10
  30. 2021ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translationcited by 9
  31. 2022HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpaintingcited by 9
  32. 2022Image Inpainting via Iteratively Decoupled Probabilistic Modelingcited by 9
  33. 2021Decorating Your Own Bedroom: Locally Controlling Image Generation with Generative Adversarial Networkscited by 8
  34. 2022Shape-guided Object Inpaintingcited by 8
  35. 2022Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detectioncited by 8
  36. 2022ManiCLIP: Multi-Attribute Face Manipulation from Textcited by 8
  37. 2023SketchFFusion: Sketch-guided image editing with diffusion modelcited by 8
  38. 2021Deep Face Video Inpainting via UV Mappingcited by 7

50 most cited of 105 All 105 (JSON)