• CreativeComputingGroup

Synthetic 3D Video Generation for Machine Learning | 2017-2018

In this joint project with Korea National University of Transportation, we developed a 3D computer graphics based driving scene simulator that researchers can use to test computer vision algorithms used in self-driving cars. The simulator can generate photorealistic 3D driving scenes of a variety of conditions with user inputs in real-time so that the researchers can use the generated video clips for training and testing their computer vision model.


Tools: Unity 3D, Maya


Development:

Hyung Gyu Oh, Jihyun Park, Sieun Park, Dayoung Lee

Publications

Ho Gi Jung, Jae Kyu Suhr, Kyongtaek Choi, Hyung Gyu Oh, and Jusub Kim, HandSpan-EX: Sensor Fusion-based Precise Localization System for Highway Driving, The Korea Society of Automotive Engineers Fall Conference, 2017

    Creative Computing Group | Dept. of Art & Technology | School of Media, Arts, and Science

    Sogang University | 35 Baekbeom-ro, Seoul, South Korea