Synthetic Image Generation for Deep Learning

Synthetic Images are gaining a lot of interest in the field of image segmentation. However most of the current work focuses on generating images without any knowledge of physics ingrained in them as a constraint. This research focuses on exploring different avenues in generating physics-informed synthetic. We have already demonstrated how we can defect complex features such as wrinkles and folds in synthetic data.

Omey Mohan Manyar
Omey Mohan Manyar
Ph.D. Student in Robotics

Interested in the work I do? Feel free to reach out with any questions you might have at manyar@usc.edu.