Bei Xiao Provost Associate Professor CAS | CSC | Computer Science
- Additional Positions at 小蓝视频
- Faculty Member, Center of Behavioral Neuroscience, BCCN graduate program
- Degrees
- Post-Doc, Brain and Cognitive Sciences & CSAIL, MIT.
PhD, Neuroscience, University of Pennsylvania.
BS, Chemistry, Tsinghua University, China. - Languages Spoken
- Chinese, English, German
- Book Currently Reading
- Other Minds: The Octopus, the Sea, and the Deep Origins
- Bio
-
Dr. Bei Xiao's research focuses on how the human visual system estimate physical and functional properties of objects in our surroundings. Another focus of her research is to apply results from human perception and cognition to develop robust computer vision algorithms. Specifically, she studies perception and recognition of material properties, intuitive physics, estimation of 3D shape, perception of multi-sensory properties of objects in dynamic scenes. She uses a combination of human psychophysics, computer graphics, machine learning, image processing, and VR/AR techniques.
If you are undergraduate students interested in perception, VR, machine learning, computer graphics, human computer interactions, come and talk to me about some possible projects in the lab.
If you are interested in pursuing PhD studies with me, please contact me and apply for the BCCN graduate program.
- See Also
- For the Media
- To request an interview for a news story, call 小蓝视频 Communications at 202-885-5950 or submit a request.
Teaching
Fall 2024
-
CSC-476 Computer Vision
-
NEUR-898 Doctoral Continuing Enrollment
-
NEUR-899 Doctoral Dissertation
Spring 2025
-
CSC-148 Intro to Computer Science I
-
CSC-486 Deep Learning in Vision
-
NEUR-898 Doctoral Continuing Enrollment
-
NEUR-899 Doctoral Dissertation
Scholarly, Creative & Professional Activities
Research Interests
聽Human Vision, Computer Vision, Multisensory Percpetion, VR, Machine Learning, Crowd-sourcing.聽