【61033013】基于认知模型的图像不变性特征理论和关键技术国家自然基金项目

基于认知模型的图像不变性特征理论和关键技术

项目批准号： 61033013

批准年份： 2010

学科分类： F0210.计算机图像视频处理与多媒体技术

项目负责人：李凡长

资助类别：重点项目

负责人职称：教授

依托单位：苏州大学

资助金额： 200万元

关键词：尺度空间;李群理论。;认知图像不变性;机器学习

起止时间： 2011-01-01到2014-12-31

中英文摘要
结题摘要
结题报告
项目成果
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序号	标题	类型	作者
1	面向数据约简的机器学习新理论与新方法研究	奖励	李凡长\|张莉\|杨季文\|樊建席\|
2	Locally linear embedding algorithm based on OMP for incremental learning	会议论文	YiqinLeng\|Li Zhang\|JiwenYang\|
3	Dictionary learning-based subspace structure identification in spectral clustering	期刊论文	Liping Jing\|M.NG\|T.Zeng\|
4	Cascaded cluster ensembles	期刊论文	Li Zhang\|Xinghong Ling\|Jiwen Yang\|Xiaoqian Wang\|Fanzhang Li\|
5	仿射联络图像分割算法	期刊论文	李军\|李凡长\|张莉\|
6	A new approach to speeding up topic modeling	期刊论文	Jia Zeng\|Zhi-Qiang Liu\|Xiao-Qin Cao\|
7	Iterated time series prediction with multiple support vector regression models	期刊论文	L.Zhang\|W.D.Zhou\|P.C.Chang\|
8	A Scale-Space System for Time Series Prediction	会议论文	Hou Xiaoyong\|Zhong Baojiang\|
9	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Orientation Contrast Model for Boundary Detection</span>	期刊论文	Hui Zhang\|Yi Liu\|Bojun Xie\|Jian Yu\|
10	基于范畴的数据降维方法	期刊论文	周丽丽\|李凡长\|
11	Solving unbalanced problems in similarity learning using SVM ensemble	会议论文	PeipeiXia\|Li Zhang\|
12	一种基于李群结构数据的手写体数字识别方法及系统[P]	专利	张莉; 王晓乾; 杨季文; 何书萍; 李凡长
13	动态模糊数据方法理论与方法	专著	李凡长\|杨季文\|张莉\|路梅\|
14	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Colour Combination attention for object recognition. </span>	期刊论文	Jie. Zhu\|Jian. Yu\|Chaomurilge. Wang\|Fanzhang. Li.\|
15	Sparse label-indicator optimization methods for image classification	期刊论文	Liping Jing\|M.Ng\|
16	等谱流形学习算法	期刊论文	黄运娟\|李凡长\|
17	Finsler度量在KNN算法中的应用研究	期刊论文	陈明\|何书萍\|李凡长\|
18	Sparse Representation Prior and Total Variation-Based Image Deblurring under Impulse Noise	期刊论文	Liyan Ma\|Jian Yu\|TieyongZeng\|
19	仿射联络图像分割算法	期刊论文	李军\|李凡长\|张莉\|
20	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">SaliencyDetection by Multi-TaskSparsityPursuit</span>	期刊论文	Congyan Lang\|Liu Guangcan\|Yu jian\|
21	Kernel sparse representation-based classifier	期刊论文	Li Zhang\|Weida Zhou\|Pei-Chann Chang\|Jin Liu\|Zhe Yan\|Ting Wang\|Fanzhang Li\|
22	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Combining a popularity-productivity stochastic block model and a discriminative content model for general structure detection</span>	期刊论文	Bian-fang Chai\|Jian Yu\|
23	Color Constancy under Mixed Illuminants Using Image Segmentation and Fuzzy C-Means	会议论文	Xiangkun Zhao\|Jian Yu\|
24	1-norm support vector novelty detection and its sparseness	期刊论文	L.Zhang\|W.D.Zhou\|
25	<span style="color:#000000;background-color:#FFFFFF;">Similarity Preserving Low-Rank Representation for Enhanced Data Representation and Effective Subspace Learning</span>	期刊论文	张召等\|
26	Semi-Supervised Clustering via Constrained Symmetric Non-Negative Matrix Factorization	期刊论文	Liping Jing\|J. Yu\|T. Zeng\|Y. Zhu\|
27	Towards Relevance and Saliency Ranking of Image Tags	会议论文	Songhe Feng\|Congyan Lang\|Bing Li\|
28	动态模糊形式化关系群体决策方法	期刊论文	潘青\|李凡长\|
29	Hidden space discriminant neighborhood embedding	会议论文	Chuntao Ding\|Li Zhang\|Bangjun Wang\|
30	五子棋机器博弈系统评估函数的设计	期刊论文	张明亮\|吴俊\|李凡长\|
31	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">A novel semi-supervised learning framework with simultaneous text representing</span>	期刊论文	Zhu Yan\|Liping Jing\|Jian YU\|
32	动态模糊形式化关系群体决策方法	期刊论文	潘青\|李凡长\|
33	一种新的李群分类器在手写体数字中的应用	期刊论文	王晓乾\|张莉\|何书萍\|杨季文\|李凡长\|
34	Type-2 Fuzzy Graphical Model for Pattern Recognition	专著	曾嘉\|刘志强\|
35	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">A Unified Supervised Codebook Learning Framework for Classification</span>	期刊论文	Congyan Lang\|FengSonghe\|
36	李群机器学习（十二五国家重点图书）	专著	李凡长\|张莉\|杨季文\|钱旭培\|王邦军\|何书萍\|
37	一种选择标注分层流形学习算法	期刊论文	范自立\|李凡长\|
38	一种逆归结学习表示	期刊论文	谢琳\|殷熙尧\|李凡长\|吴佳\|
39	A Unified Supervised Codebook Learning Framework for Classification	期刊论文	Congyan Lang\|Feng Songhe\|Bin Cheng\|Bingbing Ni\|
40	SNMFCA: Supervised NMF-Based Image Classification and Annotation	期刊论文	Liping Jing\|C. Zhang\|M. Ng\|
41	密度惩罚支持向量数据描述	期刊论文	张莉\|张海飞\|周伟达\|林颖\|李凡长\|
42	动态模糊逻辑关系学习	期刊论文	宁春\|李凡长\|
43	李群核学习算法研究	期刊论文	高聪\|李凡长\|沈程\|
44	极小树叶结点数定理的补充证明及有关分析	期刊论文	张明亮\|吴俊\|李凡长\|
45	Depth Matters: Influence of Depth Cues on Visual Saliency	会议论文	Congyan Lang\|Tam V. Nguyen\|Harish Katti\|Karthik Yadati\|Mohan S. Kankanhalli\|Shuicheng Yan\|
46	<span style="color:#000000;background-color:#FFFFFF;">Simple Yet Effective Color Principal and Discriminant Feature Extraction for Representing and Recognizing Color Images</span>	期刊论文	张召\|Mingbo Zhao\|Bing Li\|Peng Tang\|李凡长\|
47	A supervised neighborhood preserving embedding for face recognition	会议论文	Xing Bao\|Li Zhang\|Bangjun Wang\|JiwenYang\|
48	认知图像特征的学习理论与计算方法研究	奖励	李凡长\|樊建席\|曾嘉\|钟宝江\|张莉\|张召\|
49	等谱流形学习算法	期刊论文	黄运娟\|李凡长\|
50	Feature ensemble learning based on sparse autoencoders for image classification	会议论文	YapingLu\|Li Zhang\|Bangjun Wang\|Jiwen Yang\|
51	A scale-space technique for polygonal	会议论文	Wang Ying\|Zhong Baojiang\|
52	基于改进协方差特征的李-KNN分类算法	期刊论文	王邦军\|李凡长\|张莉\|于剑\|何书萍\|
53	Multi-annulus Partition Based Image Representation For Image Classification	期刊论文	Ye Liang\|Jian Yu\|Hongzhe Liu\|Zhifeng XIAO\|
54	李群均值学习算法	期刊论文	高聪\|李凡长\|
55	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Illumination Chromaticity Estimation Using Bayesian Kernel Methods</span>	期刊论文	Xiangkun Zhao\|Jian Yu\|Bangjun Wang\|
56	An improved surround suppression model based on orientation contrast for boundary detection	会议论文	Hui Zhang\|Bojun Xie\|Jian Yu\|
57	<span style="color:#000000;background-color:#FFFFFF;">A Sparse Projection and Low-Rank Recovery Framework for Handwriting Representation and Salient Stroke Feature Extraction.</span>	期刊论文	张召\|
58	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Clustering construction on a multimodal probability model,</span>	期刊论文	Jian Yu\|M.S. Yang\|Pengwei Hao\|
59	<span> </span> <br /> <span style="font-family:;" perpetua","serif";font-size:22pt;"="">In Recognition of His Pioneer work in Exploring Granular Computing on Lie group and Machine learning&l	奖励	李凡长\|
60	李群彩色图像人脸跟踪	期刊论文	沈程\|李凡长\|高聪\|何书萍\|
61	<span style="font-family:;" roman","serif";font-size:10pt;"="" new="" times="">Learning long-tail topic features for industrial applications.</span>	期刊论文	Xuemin Zhao\|Zhenlong Sun\|Hao Yan\|Lifeng Wang\|Zhihui Jin\|Liubin Wang,\|Yang Gao\|Ching Law\|Jia Zeng\|
62	A Convex Approach for Local Statistics Based Region Segmentation	期刊论文	Liyan Ma\|Jian Yu\|
63	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Efficient box-constrained TV-type-l1 Algorithms for Restoring Images with Impulse Noise</span>	期刊论文	Liyan Ma\|Michael K. Ng\|Jian Yu\|Tieyong Zeng\|
64	Improving Bottom-up Saliency Detection by Looking into Neighbors	期刊论文	Congyan Lang\|Jiashi Feng\|
65	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">Independent vector analysis using subband and subspace nonlinearity.</span>	期刊论文	Yueyue Na\|Jian Yu\|
66	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"=""><span> </span>Learning to Rank Image Tags with Limited Training Examples.</span>	期刊论文	SongheFeng\|ZheyunFeng\|Rong Jin\|
67	A fast algorithm for kernel 1-norm support vector machines	期刊论文	L.Zhang\|W.D.Zhou\|
68	李群彩色图像人脸跟踪	期刊论文	沈程\|李凡长\|高聪\|何书萍\|
69	A multi-layer text classification framework based on two-level representation model	期刊论文	J. Yun\|Liping Jing\|J. Yu\|H. Huang\|
70	Sparse signal reconstruction using decomposition algorithm	期刊论文	L.Zhang\|W.D.Zhou\|G.R.Chen\|Y.P.Lu\|F.Z.Li\|
71	A Dictionary Learning Approach for Poisson Image Deblurring	期刊论文	Liyan Ma\|Lionel Moisan\|Jian Yu\|TieyongZeng\|
72	<span style="font-family:;" calibri","sans-serif";font-size:12pt;"="">An error-tolerant approximate matching algorithm for labeled combinatorial maps.</span>	期刊论文	Tao wang\|congyan Lang\|
73	一种人脸识别的方法及系统[P]	专利	张莉; 夏佩佩; 冷亦琴; 何书萍; 王邦军; 李凡长; 杨季文
74	An Adaptive Large Margin Nearest Neighbor Classification Algorithm	期刊论文	L. Yang\|J. Yu\|Liping Jing\|
75	Similarity-balanced discriminant neighborhood embedding	会议论文	Chuntao Ding\|Li Zhang\|YapingLu\|ShupingHe\|
76	A novel semi-supervised learning framework with simultaneous text representing	期刊论文	Y. Zhu\|J. Yu\|Liping Jing\|
77	基于动态模糊集的视觉不变特征融合算法研究	期刊论文	杨洁\|李凡长\|
78	李群机器学习十年研究进展	期刊论文	杨梦铎\|李凡长\|张莉\|
79	An active labeling method for text data based on nearest neighbor and information entropy	期刊论文	Y. Zhu\|Liping Jing\|J. Yu\|
80	Analysis of programming properties and the row-column generation method for 1-norm support vector machines	期刊论文	L.Zhang\|W.D.Zhou\|
81	An Affine Invariant Shape Retrieval Algorithm	会议论文	Li Changzhong\|Zhong Baojiang\|Yinan Cui\|

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