Sainan Chen

URAP Project 

Vision Correction Display
For this project, I work as an Undergrad Research Apprentice with professor Brian Barsky. We focus on improving the existing projection algorithm for pinhole mask to enable people with vision aberra- tion to see images clearly on a screen without physical lenses. 

Computer graphics (CS184 2021 Spring)

Project 1: Rasterizer

Project 2: MeshEdit

Project 3-1: Pathtracer

Project 3-2: Pathtracer

Project 4: Clothsim

Final project: Interactive Flocking Simulation

Computational photography (CS194 2020 Fall)

Project 1: Colorizing the Prokudin-Gorskii Photo Collection

Project 2: Fun with Filters and Frequencies!


Project 3: Face Morphing

Project 4: Facial Keypoint Detection with Neural Networks


Project 5: Image Warping and Mosaicing

Final project: Light Field Camera & Image Quilting

Data Science in Practice (CogSci108 2019 Spring)

Factors of Suicide
Our group predicated winning probability and number of wins of teams using past competition data in various ways.  I implemented Ratings Percentage Index algorithms to rate teams based on the winning percentage of the team and its opponents using Python, and I used RPI to do logistic regression of winning probability and feature reduction in R. 

Data Analysis and Inference  (Math189 2019 Winter)

Forecasting Outcomes of NCAA Womens Basketball Games
Our group investigated relationships between suicide rate and gender, country, GDP and HDI to help effectively intervene and prevent suicidal behaviors.
 I analysed the relationship between suicide rate and GDP through scatter plots, linear regression and hy- pothesis tests in different dimensions using Python.