Han Liu

Electronic Arts

Han Liu is a research scientist at Electronic Arts (EA). Her research work focuses on AI-driven content generation in games. Han completed her Ph.D. in computer graphics at King Abdullah University of Science and Technology under the supervision of Prof. Niloy Mitra. After got her PhD degree, Han was a postdoctoral with Prof. Richard Zhang in Simon Fraser University. Han has published research papers in journals including ACM TOG, IEEE TVCG and CGF.

All Sessions by Han Liu

  • 2. Game Technology Summit

    July 8

  • 19:00  - 19:30
    Creating a vast and realistic terrain environment is time consuming in game development, while modeling a believable urban city is even more complicated. Han Liu will introduce how she leverage AI, specifically Generative Adversarial Networks, to assist artists prototyping a large open world environment, with very few inputs. In this talk, she will illustrate two use cases to show how generative networks open a door to learn content generation from real-world data, including style transfer of landform details on heightfield, and building footprints generation on GIS maps.
    Where
    Online




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Han Liu