Course
Note: In an ever-changing field as Computer Science, the frontier gets refreshed and advanced every day. Even the latest course work listed below from 2006 has already been obsolete. Hence this page serves as archive only.
CSE577 Vision Algorithms
- Project: Alpha Matting Using Belief Propagation with Yi Li
Belief Propagation is a perfect solution for underconstrained problem like matting. We modeled the unknown region with boundary as the Markov Random Field, and solve for the MMSE of the alpha value. - Project: Solve Poisson Equations Using Least Square Technique in Image Editing with Yi Li
We tried solving Poisson Matting and Poisson Blending under the same framework. Conjugate Gradient, preconditioning as well as multigrid have been tried for performance analysis. - Project: Video Analysis via Nonlinear Dimensionality Reduction Technique with Yi Li
We implemented LLE and Isomap techniques to analyze videos with cyclic motion.
CSE546 Data Mining
- Project: Feature Selection for Fast Face Matching
In this project, I explored model ensemble techniques to achieve fast face image matching. I applied adaboosting method with a cascade structure to do a multi-label classification.
CSE567 Digital System Design
- Project: Stereo Video Processing for Depth Map with Harlan Hile
Stereo agorithm implemented on FPGA to estimate depth information at video frame rate.
CSE576 Computer Vision
- Project: Super Intelligent Scissors
- Project: Face Detection/Recognition
- Project: Panoramic Mosaic Stitching
CSE510 Advanced Topics in HCI
- Project: Tablet based Chinese Calligraphy
CSE561 Network
- Project: Cost Efficient Peer-to-Peer File Sharing with Keith Grochow
CSE503 Software Engineering
- Tool Evaluation: Expressiveness of ArchJava on Design Patterns with Lin Liao
CSE557 Computer Graphics
- Project: Arcimboldo with Nilesh Dalvi
CSE573 Artificial Intelligence
- Project: iChess with Lin Liao & Tian Sang
iChess used quite a number of advanced techniques such as Bitboard, Quiescence Search, Transposition Table, Opening Book, etc.
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