Tag: face
- Towards Practical Capture of High-Fidelity Relightable Avatars (15 Sep 2023)
This is my reading note for Towards Practical Capture of High-Fidelity Relightable Avatars. This paper proposes a method to relight mixture volume representation for the face. The major contribution is to explicitly to enforce linearity of light to the network.
- MagiCapture High-Resolution Multi-Concept Portrait Customization (11 Sep 2023)
This is my reading note on MagiCapture High-Resolution Multi-Concept Portrait Customization. This paper proposes a diffusion method to apply a style to a specific face image. Both the style and face are given as images. To do this, this paper fine tune existing model with LORA given several new loss functions: one is face identity loss for the face region given a face recognition model; another one is background similarity for the style. The two loss are applied to the latent vector.
- Efficient Geometry-aware 3D Generative Adversarial Networks (27 Aug 2023)
This is my reading note on Efficient Geometry-aware 3D Generative Adversarial Networks. EG3D proposes a 20 to 3D generate method base style gan and triplane based nerf. The high level idea is to use style gan to generate triplane, which is then rendered into images. The rendered image is the discriminated to the input images at two resolutions. The camera pose is also required to generate the triplane.
- 3D Gaussian Splatting for Real-Time Radiance Field Rendering (24 Aug 2023)
This is my reading note on 3D Gaussian Splatting for Real-Time Radiance Field Rendering(best paper of SIGGRAPH 2023) and its extension Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis, which enables it to track dynamic objects/scenes.
- Efficient Geometry-aware 3D Generative Adversarial Networks (25 Jul 2023)
This is my reading note for Efficient Geometry-aware 3D Generative Adversarial Networks. The paper proposes a 2Dto 3D generate method base style GAN and triplane based NERF. The high level idea is to use style GAN to generate triplane, which is then rendered into images. The rendered image is the discriminated to the input images at two resolutions. The camera pose is also required to generate the triplane.
- Landmark Detection for Animal Face and 3D Reconstructions (01 Jun 2021)
This is my literature survey of landmark detection and 3D reconstruction for cat and dog’s face.
- My Paper Reading List For Facial Landmark Detection (01 Apr 2021)
Facial landmark detection is the task of detecting key landmarks on the face and tracking them (being robust to rigid and non-rigid facial deformations due to head movements and facial expressions).
- Face and Body Paper (Oral) in CVPR 2019 (13 Jun 2019)
- Face Recognition (18 Apr 2019)
Face recognition (FR) has been the prominent biometric technique for identity authentication and has been widely used in many areas, such as military, finance, public security and daily life.
- Face Landmark Detection (15 Apr 2019)
