Recommend_Paper_List

Selected papers on image/video generation and human pose estimation tasks. Bold papers are highly recommended.

Image-to-Image Generation:

https://github.com/suhoy901/ImageTranslation

1. pix2pix & CycleGAN
2. BicycleGAN
3. pix2pixHD
4. vid2vid

Pose-guided human image/video generation

1. Deformable_GAN
2. Soft-gate-warping
3. Everybody_Dance_Now

Datasets

• DeepFashion
• DenseposeCOCO

3D human pose estimation

1. Densepose
2. dense pose transfer
3. smplify
4. densebody

Datasets

• Human36m
• Surreal
• up-3d

Necessary CG background

• SMPL: A linear parameterized human body model
• Meshlab: necessary tool to view and edit 3D models
• neural_renderer: An open-source differentiable mesh renderer
• Wavefront obj file format