2 papers
cs.GR2021
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications
Mehdi Mousavi, Rolando Estrada
Transparent objects are a very challenging problem in computer vision. They are hard to segment or classify due to their lack of precise boundaries, and there is limited data avail…
cs.CV2020
AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning
Mehdi Mousavi, Aashis Khanal, Rolando Estrada
Machine learning requires data, but acquiring and labeling real-world data is challenging, expensive, and time-consuming. More importantly, it is nearly impossible to alter real da…