High-fidelity 3d gan inversion by pseudo-multi-view optimization

J Xie, H Ouyang, J Piao, C Lei… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present a high-fidelity 3D generative adversarial network (GAN) inversion framework
that can synthesize photo-realistic novel views while preserving specific details of the input …

Real-time 3d-aware portrait editing from a single image

Q Bai, Z Shi, Y Xu, H Ouyang, Q Wang, C Yang… - … on Computer Vision, 2024 - Springer
This work presents 3DPE, a practical method that can efficiently edit a face image following
given prompts, like reference images or text descriptions, in a 3D-aware manner. To this …

Disco: Portrait distortion correction with perspective-aware 3d gans

Z Wang, YL Liu, JB Huang, S Satoh, S Ma… - International Journal of …, 2024 - Springer
Close-up facial images captured at short distances often suffer from perspective distortion,
resulting in exaggerated facial features and unnatural/unattractive appearances. We …

Geometry Inference from Different Modalities: Videos, Polarization Images, and Portrait Images

J Xie - 2024 - search.proquest.com
Learning Geometry from a single image has been a long-standing and challenging problem.
Single image methods heavily rely on learned image priors, which may not generalize well …