2001.04.02
Gwangju Institute of Science and Technology (GIST)
Research interests
Contact
Github: https://github.com/SojeongKim-42
Working as a research intern at SNU AIoT Lab. Developed fundamentals of 3D vision by reviewing various 3D pose estimation papers. Currently assisting in research on building a 3D point cloud dataset that captures simultaneous human and object movement. Analyzing point cloud segmentation papers and applying their methods to our datasets to identify effective segmentation strategies.
Interned at GIST Computer Graphics Lab and conducted bachelor’s thesis research ****at the intersection of neural rendering and image processing. Applied a cross-bilateral filter to quickly rendered low-spp images guided by NeRF outputs, achieving significant RSE reductions. This approach effectively improved both rendering time and image quality, by just inferencing from a pretrained NeRF model.
Created data classification rules using regular expressions and SQL queries. Identified inefficiencies in the internal management site and took initiative to fix bugs and add new features using React and Scala. Proposed the adoption of ML to detect misclassifications and led the cross-team collaboration to integrate it.