mlsanityData to 7 Oct 2026

FAIVConf: Face enhancement for AI-based Video Conference with Low Bit-rate

arXiv 2207.04090 ↗First posted 8 Jul 2022eess.IV cs.AI cs.CVcited by 1

Not on the map. Why?

Abstract (arXiv)

Recently, high-quality video conferencing with fewer transmission bits has become a very hot and challenging problem. We propose FAIVConf, a specially designed video compression framework for video conferencing, based on the effective neural human face generation techniques. FAIVConf brings together several designs to improve the system robustness in real video conference scenarios: face-swapping to avoid artifacts in background animation; facial blurring to decrease transmission bit-rate and maintain the quality of extracted facial landmarks; and dynamic source update for face view interpolation to accommodate a large range of head poses. Our method achieves a significant bit-rate reduction in the video conference and gives much better visual quality under the same bit-rate compared with H.264 and H.265 coding schemes.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 13 of its 16 references that are in the map. First posted on arXiv 8 Jul 2022.

Builds on

13 of 16 references.

References · 13

  1. 2015U-Net: Convolutional Networks for Biomedical Image Segmentationcited by 19,604
  2. 2014Very Deep Convolutional Networks for Large-Scale Image Recognitioncited by 15,267
  3. 2016Perceptual Losses for Real-Time Style Transfer and Super-Resolutioncited by 2,678
  4. 2019Deep High-Resolution Representation Learning for Visual Recognitioncited by 1,417
  5. 2017VGGFace2: A dataset for recognising faces across pose and agecited by 911
  6. 2020First Order Motion Model for Image Animationcited by 698
  7. 2020One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencingcited by 438
  8. 2019FSGAN: Subject Agnostic Face Swapping and Reenactmentcited by 319
  9. 2019Few-shot Video-to-Video Synthesiscited by 196
  10. 2017Fine-Grained Head Pose Estimation Without Keypointscited by 163
  11. 2016Semantic Image Inpainting with Deep Generative Modelscited by 156
  12. 2018Look at Boundary: A Boundary-Aware Face Alignment Algorithmcited by 137
1 more
  1. 2017GP-GAN: Towards Realistic High-Resolution Image Blendingcited by 64

Built on by

Cited by year

Citing papers per year: 2025: 1.

1 paper.

  1. 2025Unmasking Puppeteers: Leveraging Biometric Leakage to Expose Impersonation in AI-Based Videoconferencingcited by 2