mlsanityData to 7 Oct 2026

Total Selfie: Generating Full-Body Selfies

arXiv 2308.14740 ↗First posted 28 Aug 2023cs.CV cs.GR cs.LGcited by 5

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Abstract (arXiv)

We present a method to generate full-body selfies from photographs originally taken at arms length. Because self-captured photos are typically taken close up, they have limited field of view and exaggerated perspective that distorts facial shapes. We instead seek to generate the photo some one else would take of you from a few feet away. Our approach takes as input four selfies of your face and body, a background image, and generates a full-body selfie in a desired target pose. We introduce a novel diffusion-based approach to combine all of this information into high-quality, well-composed photos of you with the desired pose and background.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 64 of its 94 references that are in the map. First posted on arXiv 28 Aug 2023.

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64 of 94 references.

References · 64

  1. 2021Learning Transferable Visual Models From Natural Language Supervisioncited by 33,456
  2. 2020Denoising Diffusion Probabilistic Modelscited by 20,851
  3. 2021High-Resolution Image Synthesis with Latent Diffusion Modelscited by 18,694
  4. 2020Denoising Diffusion Implicit Modelscited by 9,655
  5. 2021Diffusion Models Beat GANs on Image Synthesiscited by 8,185
  6. 2022Photorealistic Text-to-Image Diffusion Models with Deep Language Understandingcited by 6,322
  7. 2018A Style-Based Generator Architecture for Generative Adversarial Networkscited by 5,986
  8. 2023Adding Conditional Control to Text-to-Image Diffusion Modelscited by 5,466
  9. 2022DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generationcited by 3,286
  10. 2016Perceptual Losses for Real-Time Style Transfer and Super-Resolutioncited by 2,678
  11. 2021SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equationscited by 1,903
  12. 2019Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfercited by 1,484
38 more
  1. 2021Efficient Geometry-aware 3D Generative Adversarial Networkscited by 1,204
  2. 2020Nerfies: Deformable Neural Radiance Fieldscited by 1,194
  3. 2016Realtime Multi-Person 2D Pose Estimation using Part Affinity Fieldscited by 1,061
  4. 2022Diffusion Models in Vision: A Surveycited by 1,008
  5. 2022Pseudo Numerical Methods for Diffusion Models on Manifoldscited by 695
  6. 2023ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depthcited by 646
  7. 2022Paint by Example: Exemplar-based Image Editing with Diffusion Modelscited by 489
  8. 2015A Neural Algorithm of Artistic Stylecited by 480
  9. 2020One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencingcited by 438
  10. 2023SVDiff: Compact Parameter Space for Diffusion Fine-Tuningcited by 338
  11. 2021VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalizationcited by 287
  12. 2017Pose Guided Person Image Generationcited by 251
  13. 2022Towards Robust Blind Face Restoration with Codebook Lookup Transformercited by 230
  14. 2022ECON: Explicit Clothed humans Optimized via Normal integrationcited by 199
  15. 2023MiDaS v3.1 -- A Model Zoo for Robust Monocular Relative Depth Estimationcited by 173
  16. 2023DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusioncited by 167
  17. 2023LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-Oncited by 151
  18. 2020Controllable Person Image Synthesis with Attribute-Decomposed GANcited by 150
  19. 2022StyleGAN-Human: A Data-Centric Odyssey of Human Generationcited by 143
  20. 2023TryOnDiffusion: A Tale of Two UNetscited by 141
  21. 2022High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditionscited by 129
  22. 2023GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learningcited by 120
  23. 2022Person Image Synthesis via Denoising Diffusion Modelcited by 104
  24. 2022Style-Based Global Appearance Flow for Virtual Try-Oncited by 88
  25. 2021CoNeRF: Controllable Neural Radiance Fieldscited by 65
  26. 2022Neural Texture Extraction and Distribution for Controllable Person Image Synthesiscited by 55
  27. 2021Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editingcited by 54
  28. 2022DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Modelscited by 50
  29. 2022Accurate 3D Body Shape Regression using Metric and Semantic Attributescited by 49
  30. 2022InsetGAN for Full-Body Image Generationcited by 45
  31. 2022Cross Attention Based Style Distribution for Controllable Person Image Synthesiscited by 45
  32. 2021Learning Semantic Person Image Generation by Region-Adaptive Normalizationcited by 44
  33. 2020Deep Spatial Transformation for Pose-Guided Person Image Generation and Animationcited by 43
  34. 2021FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animationcited by 33
  35. 2019Appearance and Pose-Conditioned Human Image Generation using Deformable GANscited by 24
  36. 2023Deep Learning Technique for Human Parsing: A Survey and Outlookcited by 18
  37. 20223DHumanGAN: 3D-Aware Human Image Generation with 3D Pose Mappingcited by 17
  38. 2021Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistencycited by 15

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