Research Experience Project : Smart Assistant 03/2006 – 05/2007 Goal: self-learning expert system for schedule events and offer related information/advice Presented an entire technical and feasibility report for the project Defined Event Description Language as Human-Computer Interface for the input of AI agent. Form the knowledge base from input and web crawlers Match information in related database through statistical learning method Thesis Research of undergraduate 02/2006 – 06/2006 Topic: A Supervised Learning Approach towards Ranking and Sorting Problems Related the ranking/sorting problem by form one type as specialized one of another Formed hyper-sphere instead of hyper-plane to form unique ranking/sorting method Concluded recursively the mapping functions and inverse function pairs Traced the functions and separates to solve the entire problem Project: Image Land Cover Classification 04/2005 – 06/2006 Research Assistant, Laboratory of Mathematics and Applied Mathematics, School of Mathematical Sciences, Peking University Segmented image and Extract Features through matrix points Analysis the SVM classifier by adjust kernel functions and their parameters Optimized the methods used in common image process to apply on the remote sensing images of three different bands Parallel Computing Project: Parallel Computing in the Process of Remote Sensing Image 05/2006 – 05/2007 Research Assistant, Institute of Remote Sensing and Geographical Information Systems School of Earth and Space Sciences, Peking University Parallel Registration algorithms and raise new method Project: Maze (The largest P2P network of CERNet) 10/2005 – 12/2005 Research Assistant, Computer Networks and Distributed System Laboratory, School of Electronics Engineering and Computer Science, Peking University Analysis the system log and presented the results in easy-to-learn manners automatically through the monitor and record of the status of the system Traced the efficiency of distributed system Other Project: MPMES & InSAR (China High Tech Project) 11/2004 – 06/2006 Research Assistant, Institute of Remote Sensing and Geographical Information Systems School of Earth and Space Sciences, Peking University Processed InSAR images follow steps of filter etc. Design and implement (with VC++) the User Interface, integrate the UI and functional DLLs Mission Planning/Monitoring/Evaluation System on Aerial Remote Sensing Publications |
Research & PublicationsThe Construct and Implementation of Complex Document/View System Based on .NET Framework
A New Method for Multi-Source Remote Sensing Image Fusion
Feature Extraction and Classification with Wavelet Transform and Support Vector Machines
A New Method for Spatial Feature Extraction and Classification of Remote Sensing Image
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