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I'm a Ph.D. graduate student of the Computer Science Department, a Distinguished Presidential Fellow at Columbia University, and also a member of Columbia Automated Vision Environment and Rendering Laboratory. My advisors are Prof. Shree K. Nayar and Prof. Ravi Ramamoorthi. |
RESEARCH
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Real-time Stereo algorithm using GPU In the area of Computer Vision, stereo vision is a fundamental problem, which has a wide range of applications. The problem of determining feature correspondences across multiple views is considered. I first combine the space-sweep approach and the novel use of commodity graphics hardware for real-time view-synthesis by implementing the method introduced in Ruigang Yang's SIGGRAPH02 paper. The method estimate a dense depth map from the current viewpoint. pixels. But this result is rather coarse and unpleasing due to the fact of occlusion and shadows. Thus I combined the simple and efficient shift window (S. B. Kang et al.) and Neighboring View Cooperate method to refine the result, which can significantly reduce noise, sharpen the edge and thus enhance accuracy. |