Adversarially Tuned Scene Generation

• Published in: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 6441 - 6449
• Main Authors: Veeravasarapu, V. S. R., Rothkopf, Constantin, Visvanathan, Ramesh
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2017
• Subjects: Cameras; Computational modeling; Data models; Geometry; Layout; Solid modeling; Three-dimensional displays

Generalization performance of trained computer vision (CV) systems that use computer graphics (CG) generated data is not yet effective due to the concept of domain-shift between virtual and real data. Although simulated data augmented with a few real-world samples has been shown to mitigate domain s...