Research

Xiaodong Yang

Xiaodong Yang, Ph.D.
Research Scientist
Xiaodong Yang's picture
Bio:

Xiaodong joined the Mobile Visual Computing Group at NVIDIA Research in 2015. He has a broad range of research interests in computer vision, machine learning, deep learning, and multimedia analytics. He is currently working on human gesture and action recognition, image and video classification, dynamic facial analysis, and multimedia search. Before joining NVIDIA, he has been working on large-scale image and video recognition, human activity understanding, video surveillance event detection, and computer vision based assistive technology. Xiaodong received his Ph.D. degree from City University of New York (2015) and B.S. degree from Huazhong University of Science and Technology (2009). More details of his research can be found on his personal webpage.

Research Interests:

Computer Vision, Machine Learning, Deep Learning, Multimedia

Publications:
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Networks
Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification
Towards Selecting Robust Hand Gestures for Automotive Interfaces
Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks