北京交通大學計算機與信息技術學院研究生導師：黃雅平

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個人履歷

姓名：黃雅平

出生年月：1974年8月

職 稱：教授

學 位：博士

郵 箱：yphuang

辦公電話：

個人主頁：

畢業(yè)院校：

1991-1995年：本科，北京交通大學計算機軟件

1995-1998年：碩士，北京交通大學計算機應用

2000-2004年：博士，北京交通大學信號與信息處理

研究領域：

機器學習、計算機視覺、圖像處理、模式識別

研究方向

發(fā)表論文和著作

代表性論文：

期刊論文：

Qi Zou*, Zhe Wang, Siwei Luo, Yaping Huang, and Mei Tian, A computational coding model for saliency detection in primary visual cortex, Chinese Science Bulletin, 57(30): 3943-3952, 2012.

王勝春，黃雅平*，羅四維、呂國豪、蔣欣蘭，基于折線采樣的高分辨率成像系統(tǒng)設計，光學學報，32(9): 0911003_1-0911003_8, 2012. (EI, A5)

王哲，黃雅平*，羅四維，王亮，基于成對累計量的自然圖像拓撲表示模型. 計算機學報，35(4): 817-826, 2012. (EI)

Qingyong Li*, Yaping Huang, Zhengping Liang, and Siwei Luo. “Thresholding Based on Maximum Weighted Object Correlation for Rail Defects Detection”, IEICE Transactions on Information and Systems, E95-D(7): 1819-1822 (SCI)

Yaping Huang*, Siwei Luo, and Shengchun Wang, “Combining boundary and region information with bolt prior for rail surface detection”, IEICE Trans. on Information & System, E95-D(2): 690-693, 2012. (SCI)

Zhe Wang, Yaping Huang*, Siwei Luo, and Liang Wang, “Learning Topographic Representations of Nature Image with Pairwise Cumulant”, Neural Processing Letters, 34(2): 155-175, 2011. (SCI)

Yaping Huang*, Jiali Zhao, Yunhui Liu, Siwei Luo, Qi Zou, and Mei Tian, “Nonlinear Dimensionality Reduction Using a Temporal Coherence Principle”, Information Sciences, 181(16): 3284–3307, 2011. (SCI)

Liang Wang*, Yaping Huang, Siwei Luo, Xiaoyue Luo, and Zhe Wang, “Image Deblurring with Filters Learned by Extreme Learning Machine”, NeuroComputing, 74(16): 2464-2474, 2011. (SCI)

Zhe Wang*, Yaping Huang, Siwei Luo, and Liang Wang, “Complex Cell Descriptor Learning for Robust Object Recognition”. IEICE Trans. on Information & System, E94-D(7): 1502-1505, 2011. (SCI)

王哲，黃雅平，羅四維，王亮，一種新的復雜細胞啟發(fā)下的特征提取方法. 北京交通大學學報，35(2): 1-7, 2011.

呂國豪，黃雅平，羅四維，蔣欣蘭，一種自適應正則化參數和模數的圖像去卷積方法，北京交通大學學報，35(4): 84-88, 2011.

白雪，羅四維，黃雅平，Renyi信息熵指導下的聚合層次化聚類，35(5): 78-83, 2011.

黃雅平，杜建庚，三維樓宇路徑模型的自動生成算法，北京交通大學學報，34(2): 79-83, 2010.

田媚，羅四維，黃雅平，趙嘉莉，基于局部復雜度和初級視覺特征的自底向上注意信息提取算法，計算機研究與發(fā)展，45(10): 1739-1746, 2008. (EI)

齊英劍，羅四維，黃雅平，李愛軍，劉蘊輝，退火期望最大化算法A-EM，計算機研究與發(fā)展，43(4): 654-660, 2006. (EI)

黃雅平，羅四維，齊英劍，基于最大判別熵的有監(jiān)督獨立分量分析方法，計算機研究與發(fā)展，42(3): 361-366, 2005. (EI)

黃雅平，羅四維，陳恩義，基于獨立分量分析的虹膜識別方法，計算機研究與發(fā)展，40(10): 1444-1450, 2003. (EI)

Jianyu Li*, Siwei Luo, Yingjian Qi, and Yaping Huang, “Numerical Solution of Elliptic Partial Differential Equation Using Radial Basis Function Neural Networks”, Neural Networks, 16(5-6): 729-734, 2003. (SCI)

黃雅平，羅四維，基于獨立分量分析的筆跡識別，中文信息學報，17(4)：52-58, 2003.

會議論文：

Zhe Wang, Yaping Huang, Siwei Luo, and Liang Wang. “A Biologically Inspired System for Fast Handwritten Digit Recognition”, IEEE 18th International Conference on Image Processing, pp: 1789-1792, Brussel, Belgium, 2011.

Yaping Huang, and Huijuan Hao, Automatic Building Extraction and Classification, 2nd Asia-Pacific Conference on Information Network and Digital Content Security, pp: 243-246, Zhuhai, China, 2011.

Liang Wang, Yaping Huang, Siwei Luo, Xiaoyue Luo, and Xinlan Jiang, “Deblurring Gaussian-blur images: A preprocessing for rail head surface defect detection”, IEEE International Conference on Service Operations, Logistics, and Informatics, pp: 451-456, Beijing, China, 2011.

Guohao Lu, Yaping Huang, and Xinlan Jiang, “A New Calculation Method of Rail Head Surface Defect Area under the High Speed Condition”, 2011 Cross-Strait Conference on Information Science and Technology and iCube, pp: 110-114, Taiwan, China, 2011.

Xue Bai, Yibiao Zhao, Yaping Huang and Siwei Luo, “Normalized Joint Mutual Information Measure for Image Segmentation Evaluation with Multiple Ground-Truth Images”, 14th International Conference on Computer Analysis of Images and Patterns (CAIP 2011), Lecture Notes in Computer Science, 6854: 110-117, Seville, Spain, 2011.

Yaping Huang, Qi Zou, and Mei Tian, “Multi- Resolution Simple Cell Model”, 2010 CrossStrait Conference on Information Science and Technology, pp: 662-666, Qinghuangdao, China, 2010.

Qi Zou, Yan Li, Siwei Luo, and Yaping Huang, “Confident Prior guided Level-set Segmentation using Adaptive External Force”. 3rd International Congress on Image and Signal Processing, pp: 1364-1368, Yantai, China, 2010.

Qi Zou, Yan Li, Siwei Luo, and Yaping Huang, “Active Contour with Adaptive External Force and Confidential Prior”. 2010 CrossStrait Conference on Information Science and Technology, pp: 306-310, Qinhuangdao, China, 2010.

Mei Tian, Qi Zou, Yaping Huang, and Yin Hui, “A New Algorithm of Extracting Top-Down Attention Information”, 2010 CrossStrait Conference on Information Science and Technology, pp: 555-559, Qinghuangdao, China, 2010.

Yibiao Zhao, Yanbiao Duan, Xiaohan Nie, Yaping Huang and Siwei Luo, “Experts-Shift: Learning Active Spatial Classification Experts for Keyframe-based Video Segmentation”, IEEE workshop on Motion and Video Computing (WMVC), pp: 622-627, Hawaii, USA, 2011.

Yibiao Zhao, Xiaohan Nie, Yanbiao Duan, Yaping Huang and Siwei Luo, “A Benchmark for Interactive Image Segmentation Algorithms”, IEEE Workshop on Person-Oriented Vision (POV), pp: 33-38, Hawaii, USA, 2011.

Yaping Huang, Jiali Zhao, Mei Tian, Qi Zou, and Siwei Luo, “Slow Feature Discriminant Analysis and Its Application on Handwritten Digit Recognition”, International Joint Conference on Neural Networks, pp: 1294-1297, Atlanta, USA, 2009.

Zhe Wang, Siwei Luo, and Yaping Huang, “Learning Adaptive Correlations of Independent Components for Complex Cell Modeling”, International Conference on Artificial Intelligence and Computational Intelligence, pp: 174-178, Shanghai, China, 2009.

Jiangeng Du, Yaping Huang, and Henry Chen, “Construct Three-dimensional Route from Blueprint Images of Building”, International Conference on Audio, Language and Image Processing (ICALIP), pp: 1743-1748, Shanghai, China, 2008.

Jiali Zhao, Yaping Huang, Xianhua Zeng, and Siwei Luo, “Face recognition with Neighboring Discriminant Analysis”, IEEE conference on Automatic Face and Gesture Recognition, pp: 1-6, Amsterdam, Netherland, 2008.

Qi Zou, Siwei Luo, and Yaping Huang, Yan Li, “Contour Grouping with Shape Manifold and Distance Transform”, International Conference on pattern Recognition, pp: 1-4, Florida, USA, 2008.

Lianwei Zhao, Siwei Luo, and Yaping Huang, “A Kernel-based 3D object recognition neural network method”, Third International Conference on Wavelet Analysis and Its Applications, pp: 783-788, Chongqing, China, 2004.

Yaping Huang, Siwei Luo, and Yingjian Qi, “Supervised Independent Component Analysis by Maximizing Relative Entropy”, International Conference on Signal Processing, Vol.II: 1593-1596, Beijing, China, 2004.

Yaping Huang, and Siwei Luo, “Genetic Algorithm Applied to ICA Feature Selection”, International Joint Conference on Neural Networks, Vol.1: 704-707, Portland, USA, 2003.

Jianyu Li, Siwei Luo, Yingjian Qi, and Yaping Huang, “Numerical Solution of Elliptic Partial Differential Equation Using Radial Basis Function Neural Networks”, International Joint Conference on Neural Networks, Vol.1: 85-90, Portland, USA, 2003.

Yaping Huang, Siwei Luo, and Enyi Chen, “An Efficient Iris Recognition System”, International Conference on Machine Learning and Cybernetics, Vol.1: 450-454, Beijing, China, 2002.

Yaping Huang, Siwei Luo, and Enyi Chen, “A Dynamic Denoising Natural Image Compression”, International Conference on Signal Processing, Vol.II, 1179-1182, Beijing, China, 2002.

Jianyu Li, Siwei Luo, Yingjian Qi, and Yaping Huang, “Numerical Solution of Differential Equations by Radial Basis Function Neural Networks”, International Joint Conference on Neural Networks, Vol.1: 773-777, Honolulu, USA, 2002.

Yaping Huang, Siwei Luo, and Jianyu Li, “Knowledge-increasable Artificial Neural Network and Natural Gradient Algorithm”, International Conference on Info-tech & Info-net, pp: C480-C485, Beijing, China, 2001.

授權發(fā)明專利：

黃雅平，王勝春，羅四維，一種折線式掃描高分辨率成像系統(tǒng)和方法，專利申請?zhí)枺?01110425376.3

黃雅平，一種對圖像、視頻進行維數約簡的方法。專利申請?zhí)枺?00910089291.5，已授權, 權利號：CN101609510 B.

趙嘉莉，黃雅平，人臉識別的半監(jiān)督鄰域判別分析方法。專利申請?zhí)枺?00910238335.6，權利號：CN 101877053A.

代表性著作：

科研項目及獲獎情況

科研項目：

國家和省部級科研項目：

國家自然科學基金：深度學習理論深度學習理論及在圖像識別中的應用研究，(61273364)，81萬，主持;

國家自然科學基金：基于人類感知機理的不變特征表示及其應用(60975078)，31萬，主持;

基本科研業(yè)務費專題基于視覺感知的高速鐵路運行環(huán)境安全檢測與預警(2011JBZ005)，55萬，主持;

科技部863計劃：基于視覺感知的智能計算模型及其關鍵技術研究(2007AA01Z168)，86萬，主持;

國家自然科學基金：視知覺組織的神經計算模型(60773016)，26萬，參加，排名第二;

國家自然科學基金：基于人類視覺感知系統(tǒng)的有效編碼模型 (60373029)，23萬，參加，排名第二;

國家自然科學基金：圖像識別的多特征判別流形學習方法研究(60872082)，32萬，參加，排名第四;

北京市自然科學基金：人腦記憶機制啟發(fā)下的視覺信息的表達與存儲(4092033)，11萬，參加，排名第二;

北京市自然科學基金：模擬初級視皮層的視覺表象模型與驗證(411 4112047)，11萬，參加，排名第二;

教育部高等學校博士學科點專項科研基金：基于視覺神經分層處理模式的信息有效編碼研究(20020004020)，6萬，參加，排名第二;

教育部高等學校博士學科點專項科研基金：知覺組織感知機理和算法研究的研究(20050004001)，6萬，參加，排名第三;

教育部高等學校博士學科點專項科研基金：基于“中國科技論文在線”模式的科技論文網絡發(fā)表，4.5萬，參加，排名第二;

教育部高等學校博士學科點專項科研基金：科技論文在線，15萬，參加，排名第二;

教育部高等學校博士學科點專項科研基金：中國學術會議在線，10萬，參加，排名第二;

教育部高等學校博士學科點專項科研基金：在線期刊，10萬，參加，排名第二;

獲獎情況：

2009年，北京交通大學優(yōu)秀主講教師;

2010年，北京交通大學智謹獎教金“優(yōu)秀青年教師”獎;

2010年，北京交通大學“青年科技之星”;

2010年，入選“紅果園雙百人才計劃(D類)”。

授課及指導研究生

None