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Research Interests Machine Learning Computer Vision,
Human Vision Video/Image Signal Processing
_________________________________________________________________________________________ Research Experience Aug. 2008-Jul. 2009 Tsinghua University
Undergraduate Research Assistant in Image Engineering
Laboratory Academic Advisor: Professor Yujin
Zhang
Detect moving cast shadow in video
based on a modified physical model. Learn the multi-model distribution of shadow
using kernel
estimation. Use energy minimization
of Markov Random Field to segment the cast shadow.
Use multi-scale histogram descriptor
to improve particle filter based tracking method, making it more robust to
locate object when
there is change in size.
Aug. 2007-Mar. 2008 Tsinghua University
Undergraduate Research Assistant in 3D Image Systems
Laboratory Academic Advisor:
Professor Huimin Ma
Optimize the Hausdorff-Based
Algorithm of clustering in three dimensional object recognition through Fourier
Descriptors. Reduce
the time complexity and avoid
unnecessary transformations.
2009 Fall
EE381J
Probability and Stochastic Process
CS391L
Machine Learning
M383E
Numerical Analysis: Linear Algebra 2010 Spring EE381K-2 Digital Communications EE381K-7 Information Theory PSY380E VisionSystems