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I am always looking for
Graduate Students, Project Officers, Research Assistants
and Postdoctoral Research Fellows to work on topics of
computer vision, machine learning and multimedia content
analysis. Anyone interested can directly send
the resume to me.
Biography
Dong Xu received the B.Eng. and PhD degrees from
University of Science and
Technology of China, in 2001 and 2005,
respectively. While pursuing the PhD degree, he worked at
Microsoft Research Asia
and The Chinese University
of Hong Kong for more than two years. He also
worked at Columbia
University for one year as a postdoctoral
research scientist. In May 2007, he joined Nanyang
Technological University in Singapore, where he is
currently an associate professor with School of Computer
Engineering.
His research focuses on new
theories, algorithms and systems for intelligent
processing and understanding of visual data such as
images and videos. He has published more than
80 papers in top venues including T-PAMI, T-IP,
T-NN/T-NNLS, T-CSVT, T-MM, T-SMC-B, T-BME, CVPR, ICCV, ECCV, ACM MM,
ICML, ICDM, MICCAI and IJCAI. He was
the co-author (with his former PhD student Lixin Duan) of a paper
that won the Best Student Paper Award in CVPR 2010.
His publications have been cited more than
1000 times in Web of Sciences. Since 2008,
he has received over S$2.8M in research grant funding,
from Singapore National Research Foundation (NRF),
A*STAR, Ministry of Education (MOE), and
Microsoft Research Asia (MSRA). The former PhD students Yi
Huang and Lixin Duan in his research group were awarded
the prestigious MSRA Fellowship Awards in 2008
and 2009, respectively.
He is on the editorial
boards of IEEE Transactions on Neural Networks and
Learning Systems and Machine
Vision and Applications (Springer). He is currently serving as a
guest editor of a special issue on Domain Adaptation
for Vision Applications in IJCV and a special
issue on Computer Vision for RGB-D Sensors: Kinect and
Its Applications in T-SMC-B.
He has
served as an area chair of
CVPR 2012, a program co-chair
of
The
2012 Pacific-Rim Conference on Multimedia (PCM
2012), and guest editors of
four special issues in T-CSVT, ACM TOMCCAP, CVIU
and IEEE
Multimedia.
Research
Teaching
Selected Publications
Call for Papers:
IJCV
Special Issue
on Domain Adaptation for Vision Applications
CVPR 2012
Tutorial on Domain Transfer
Learning for Vision Applications
Domain Adaptation Datasets and Source Codes
in our recent work
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