CS180

Animal Pose Labeling Using General-Purpose Point Trackers
Zhuoyang Pan, Boxiao Pan, Guandao Yang, Adam W. Harley, Leonidas Guibas. CV4Animals@CVPR 2025, Oral Presentation
We present a new pipeline for dense animal pose annotation by optimizing general-purpose point trackers. Given a video and a few annotated frames, it fine-tunes a lightweight appearance embedding to adapt to the target animal, enabling accurate and automatic pose labeling across the entire video with minimal supervision.
Zhuoyang Pan, Boxiao Pan, Guandao Yang, Adam W. Harley, Leonidas Guibas
PDF Project
Animal Pose Labeling Using General-Purpose Point Trackers
SOAR
Zhuoyang Pan*, Angjoo Kanazawa, Hang Gao*.
arXiv, 2024
We present SOAR: Self-Occluded Avatar Recovery from a Single Video. We recover human avatars from self-occluded internet videos where people only show parts or sides of their body.
Zhuoyang Pan, Angjoo Kanazawa, Hang Gao
PDF Code Project
SOAR
Face Morphing
In this project, I explored the face morphing technique, which is a technique that transforms one face into another. I made a face morphing video of the IMM face dataset and built an interactive face morphing tool.
Zhuoyang Pan
Project
Face Morphing
Fun with Filters and Frequencies!
In this project, I explored the Fourier Transform, Gaussian and Laplacian Stacks, and multiresolution blending. I made some interesting results by applying the techniques I learned to some images of my own captured images and even professors.
Zhuoyang Pan
Project
Fun with Filters and Frequencies!
Gsplat
Vickie Ye*, Ruilong Li*, Justin Kerr, Matias Turkulainen, Brent Yi, Zhuoyang Pan, Otto Seiskari, Jianbo Ye, Jeffrey Hu, Matthew Tancik, Angjoo Kanazawa.
JMLR MLOSS 2025
An open-source library for CUDA-accelerated differentiable rasterization of 3D gaussians with Python bindings. Mainly worked on python bindings, CUDA testing, and alpha-channel rendering.
Zhuoyang Pan
PDF Code Project
Gsplat
Nerfstudio
A Modular Framework for Neural Radiance Field Development. Mainly worked on the integration of gaussian splatting.
Code Project
Nerfstudio
Images of the Russian Empire – Colorizing the Prokudin-Gorskii photo collection
In this project, I engaged with the digitized Prokudin-Gorskii glass plate images, with the aim of leveraging image processing techniques to autonomously produce a color image with the least visual discrepancies.
Zhuoyang Pan
Project
Images of the Russian Empire – Colorizing the Prokudin-Gorskii photo collection