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Controllable Garment Transfer

arXiv 2204.01965 ↗First posted 5 Apr 2022cs.CVcited by 0

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Abstract (arXiv)

Image-based garment transfer replaces the garment on the target human with the desired garment; this enables users to virtually view themselves in the desired garment. To this end, many approaches have been proposed using the generative model and have shown promising results. However, most fail to provide the user with on the fly garment modification functionality. We aim to add this customizable option of "garment tweaking" to our model to control garment attributes, such as sleeve length, waist width, and garment texture.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 13 of its 22 references that are in the map. First posted on arXiv 5 Apr 2022.

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13 of 22 references.

References · 13

  1. 2018The Unreasonable Effectiveness of Deep Features as a Perceptual Metriccited by 11,029
  2. 2019Semantic Image Synthesis with Spatially-Adaptive Normalizationcited by 1,295
  3. 2016Realtime Multi-Person 2D Pose Estimation using Part Affinity Fieldscited by 1,061
  4. 2019Interpreting the Latent Space of GANs for Semantic Face Editingcited by 691
  5. 2021VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalizationcited by 287
  6. 2017VITON: An Image-based Virtual Try-on Networkcited by 285
  7. 2020Controllable Person Image Synthesis with Attribute-Decomposed GANcited by 150
  8. 2020TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Stylecited by 148
  9. 2020Towards Photo-Realistic Virtual Try-On by Adaptively GeneratingleftrightarrowPreserving Image Contentcited by 148
  10. 2021Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editingcited by 54
  11. 2017The Conditional Analogy GAN: Swapping Fashion Articles on People Imagescited by 33
  12. 2021CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changescited by 17
1 more
  1. 2020GarmentGAN: Photo-realistic Adversarial Fashion Transfercited by 16

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