Search results for "Manifold Learning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang	Embedding new data points for manifold learning via coordinate propagation.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Out-of-sample, Coordinate propagation, Tangent space projection, Smooth spline, Quadratic programming, Manifold learning
3	Tong Lin, Hongbin Zha	Riemannian Manifold Learning.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	manifold reconstruction, Riemannian normal coordinates, Dimensionality reduction, manifold learning, Riemannian manifolds
3	Heeyoul Choi, Brandon Paulson, Tracy Hammond	Gesture Recognition Based on Manifold Learning.	SSPR/SPR	2008	DBLP DOI BibTeX RDF	Kernel Isomap, Manifold Learning, Sketch Recognition
3	Xianming Liu, Rongrong Ji, Hongxun Yao, Pengfei Xu, Xiaoshuai Sun, Tianqiang Liu	Cross-media manifold learning for image retrieval & annotation.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	content-based image retrieval, manifold learning, automatic image annotation, co-training, web image search
3	Yueting Zhuang, Yi Yang, Fei Wu, Yunhe Pan	Manifold Learning Based Cross-media Retrieval: A Solution to Media Object Complementary Nature.	VLSI Signal Processing	2007	DBLP DOI BibTeX RDF	semantic complementary, modality complementary, manifold learning, multimedia document, cross-media retrieval
3	Li Huang, Congyong Su	Facial Expression Synthesis Using Manifold Learning and Belief Propagation.	Soft Comput.	2006	DBLP DOI BibTeX RDF	Facial expression synthesis, Manifold learning, Belief propagation, Regularization network
3	Martin H. C. Law, Anil K. Jain	Incremental Nonlinear Dimensionality Reduction by Manifold Learning.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	dimensionality reduction, unsupervised learning, Incremental learning, manifold learning, ISOMAP
3	Xiaoming Liu 0004, Jianwei Yin, Zhilin Feng, Jinxiang Dong	Incremental Manifold Learning Via Tangent Space Alignment.	ANNPR	2006	DBLP DOI BibTeX RDF	incremental learning, manifold learning, LASSO, LTSA
2	Yuan-Kai Wang, Wei-Ren Chen	Facial Feature Alignment by Manifold Learning of Active Appearance Model.	IIH-MSP	2010	DBLP DOI BibTeX RDF	LPP, manifold learning, AAM
2	Seungil Huh, Stephen E. Fienberg	Discriminative topic modeling based on manifold learning.	KDD	2010	DBLP DOI BibTeX RDF	dimensionality reduction, semi-supervised learning, topic modeling, document classification
2	Feng Zheng, Ling Shao, Zhan Song	Eigen-space learning using semi-supervised diffusion maps for human action recognition.	CIVR	2010	DBLP DOI BibTeX RDF	diffusion maps, label information, manifold learning, action recognition
2	Shigeo Takahashi, Issei Fujishiro, Masato Okada	Applying Manifold Learning to Plotting Approximate Contour Trees.	IEEE Trans. Vis. Comput. Graph.	2009	DBLP DOI BibTeX RDF
2	Abdenour Hadid, Matti Pietikäinen	Manifold Learning for Video-to-Video Face Recognition.	COST 2101/2102 Conference	2009	DBLP DOI BibTeX RDF
2	Suiwu Zheng, Hong Qiao, Bo Zhang, Peng Zhang	The application of intrinsic variable preserving manifold learning method to tracking multiple people with occlusion reasoning.	IROS	2009	DBLP DOI BibTeX RDF
2	Melba M. Crawford, Wonkook Kim	Manifold Learning for Multi-classifier Systems via Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
2	Abdenour Hadid, Matti Pietikäinen	Manifold Learning for Gender Classification from Face Sequences.	ICB	2009	DBLP DOI BibTeX RDF
2	Rong Zhu, Min Yao, Yiming Liu	Image Classification Approach Based on Manifold Learning in Web Image Mining.	ADMA	2009	DBLP DOI BibTeX RDF	Data mining, Dimensionality reduction, Image classification, Manifold learning, Distance measure, Web image mining
2	Jie Gui, Chao Wang, Ling Zhu	Locality Preserving Discriminant Projections.	ICIC	2009	DBLP DOI BibTeX RDF	locality preserving discriminant projections, Manifold learning, locality preserving projections
2	Yubin Zhan, Jianping Yin, Xinwang Liu, Guomin Zhang	Adaptive Neighborhood Select Based on Local Linearity for Nonlinear Dimensionality Reduction.	ISICA	2009	DBLP DOI BibTeX RDF	local linearity, manifold learning, neighborhood, geodesic distance
2	Guodong Guo, Yun Fu, Charles R. Dyer, Thomas S. Huang	Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression.	IEEE Transactions on Image Processing	2008	DBLP DOI BibTeX RDF
2	Xiao-Zhang Liu	Gabor Feature-Based Face Recognition Using Riemannian Manifold Learning.	PACIIA	2008	DBLP DOI BibTeX RDF	Riemannian manifold learning, coordinate chart, face recognition, Gabor feature
2	Subramanian Ramamoorthy, Benjamin Kuipers	Trajectory generation for dynamic bipedal walking through qualitative model based manifold learning.	ICRA	2008	DBLP DOI BibTeX RDF
2	Xianhua Zeng	Applications of Average Geodesic Distance in Manifold Learning.	RSKT	2008	DBLP DOI BibTeX RDF
2	Raúl Cruz-Barbosa, Alfredo Vellido	On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model.	IDEAL	2008	DBLP DOI BibTeX RDF
2	Ameet Talwalkar, Sanjiv Kumar, Henry A. Rowley	Large-scale manifold learning.	CVPR	2008	DBLP DOI BibTeX RDF
2	Wei-Kai Liao, Gérard G. Medioni	3D face tracking and expression inference from a 2D sequence using manifold learning.	CVPR	2008	DBLP DOI BibTeX RDF
2	Zhenyue Zhang, Hongyuan Zha, Min Zhang	Spectral methods for semi-supervised manifold learning.	CVPR	2008	DBLP DOI BibTeX RDF
2	Kuan-Ta Chen, Hsing-Kuo Kenneth Pao, Hong-Chung Chang	Game bot identification based on manifold learning.	NETGAMES	2008	DBLP DOI BibTeX RDF	classification, SVM, trajectory, online games, kNN, cheating, isomap
2	Yubin Zhan, Jianping Yin, Guomin Zhang, En Zhu	Incremental Manifold Learning Algorithm Using PCA on Overlapping Local Neighborhoods for Dimensionality Reduction.	ISICA	2008	DBLP DOI BibTeX RDF	local PCA, dimensionality reduction, incremental learning, least squares fit
2	Alfredo Vellido, Jorge S. Velazco	The effect of noise and sample size on an unsupervised feature selection method for manifold learning.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Ryutarou Ohbuchi, Toshiya Shimizu	Ranking on semantic manifold for shape-based 3d model retrieval.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	manifold learning., relevance feedback, semi-supervised learning, 3d models, content-based retrieval, manifold ranking
2	Bernardete Ribeiro, Armando Vieira, João Carvalho das Neves	Supervised Isomap with Dissimilarity Measures in Embedding Learning.	CIARP	2008	DBLP DOI BibTeX RDF	Manifold Learning, Financial Application
2	Guo-Zhu Wen, De-Shuang Huang	A Novel Spike Sorting Method Based on Semi-supervised Learning.	ICIC	2008	DBLP DOI BibTeX RDF	Spike Sorting, Self-organizing Map, Manifold Learning, Semi-supervised Clustering, Affinity Propagation
2	C. Lu, Jianmin Jiang, Guocan Feng, Chunmei Qing	A Manifolded AdaBoost for Face Recognition.	KES	2008	DBLP DOI BibTeX RDF	nonlinear dimension reduction, Manifolded AdaBoost, face recognition, manifold learning
2	Tian Xia, Jintao Li, Yongdong Zhang, Sheng Tang	A More Topologically Stable Locally Linear Embedding Algorithm Based on R*-Tree.	PAKDD	2008	DBLP DOI BibTeX RDF	Neighborhood size, Manifold Learning, LLE, R*-Tree, Nonlinear Dimensionality Reduction
2	Hui Liu, Xun Luo, Yingwei Yao	Two manifold learning techniques for sensor localization.	SMC	2007	DBLP DOI BibTeX RDF
2	Young-suk Shin	Facial Expression Recognition Based on Emotion Dimensions on Manifold Learning.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF
2	Yaoliang Yu, Peng Guan, Liming Zhang	Extensions of Manifold Learning Algorithms in Kernel Feature Space.	ISNN	2007	DBLP DOI BibTeX RDF
2	Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang	Embedding New Data Points for Manifold Learning Via Coordinate Propagation.	PAKDD	2007	DBLP DOI BibTeX RDF
2	Patrick Etyngier, Florent Ségonne, Renaud Keriven	Shape Priors using Manifold Learning Techniques.	ICCV	2007	DBLP DOI BibTeX RDF
2	Matthieu Brucher, Christian Heinrich, Fabrice Heitz, Jean-Paul Armspach	Unsupervised Nonlinear Manifold Learning.	ICIP	2007	DBLP DOI BibTeX RDF
2	Parmeshwar Khurd, Ragini Verma, Christos Davatzikos	Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images.	IPMI	2007	DBLP DOI BibTeX RDF
2	Fengxia Li, Tianyu Huang, Lijie Li	Method of Motion Data Processing Based on Manifold Learning.	Edutainment	2007	DBLP DOI BibTeX RDF
2	Junsong Yin, Dewen Hu, Zongtan Zhou	Manifold Learning using Growing Locally Linear Embedding.	CIDM	2007	DBLP DOI BibTeX RDF
2	Piotr Dollár, Vincent Rabaud, Serge J. Belongie	Non-isometric manifold learning: analysis and an algorithm.	ICML	2007	DBLP DOI BibTeX RDF
2	Sridhar Mahadevan	Adaptive mesh compression in 3D computer graphics using multiscale manifold learning.	ICML	2007	DBLP DOI BibTeX RDF
2	Andrew Errity, John McKenna, Barry Kirkpatrick	Manifold Learning-Based Feature Transformation for Phone Classification.	NOLISP	2007	DBLP DOI BibTeX RDF
2	Hassan A. Kingravi, M. Emre Celebi, Pragya P. Rajauria	Unsupervised Learning of Manifolds via Linear Approximations.	DEXA Workshops	2007	DBLP DOI BibTeX RDF	LPP, Eigenmap, clustering, k-means, manifold learning, LLE, ISOMAP, Laplacian
2	Ali Rahimi, Ben Recht, Trevor Darrell	Learning to Transform Time Series with a Few Examples.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	example-based tracking, nonlinear system identification, Semi-supervised learning, manifold learning
2	Jaron Blackburn, Eraldo Ribeiro	Human Motion Recognition Using Isomap and Dynamic Time Warping.	Workshop on Human Motion	2007	DBLP DOI BibTeX RDF	human motion recognition, non-linear manifold learning, dynamic time warping
2	Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang 0002	Local Coordinates Alignment and Its Linearization.	ICONIP	2007	DBLP DOI BibTeX RDF	Local Coordinates Alignment, dimensionality reduction, Manifold learning
2	Hongyu Li, I-Fan Shen	Manifold Learning of Vector Fields.	ISNN	2006	DBLP DOI BibTeX RDF
2	Junping Zhang, Chao Shen, Jufu Feng	Classification with the Hybrid of Manifold Learning and Gabor Wavelet.	ISNN	2006	DBLP DOI BibTeX RDF
2	Cheong Hee Park	Similarity-Based Sparse Feature Extraction Using Local Manifold Learning.	PAKDD	2006	DBLP DOI BibTeX RDF
2	Zhili Wu, Chun-hung Li, Ji Zhu, Jian Huang	A Semi-supervised SVM for Manifold Learning.	ICPR	2006	DBLP DOI BibTeX RDF
2	Haifeng Chen, Guofei Jiang, Kenji Yoshihira	Robust Nonlinear Dimensionality Reduction for Manifold Learning.	ICPR	2006	DBLP DOI BibTeX RDF
2	Chan-Su Lee, Ahmed M. Elgammal	Human Motion Synthesis by Motion Manifold Learning and Motion Primitive Segmentation.	AMDO	2006	DBLP DOI BibTeX RDF
2	Tony Lin, Hongbin Zha, Sang Uk Lee	Riemannian Manifold Learning for Nonlinear Dimensionality Reduction.	ECCV	2006	DBLP DOI BibTeX RDF
2	Vlad I. Morariu, Octavia I. Camps	Modeling Correspondences for Multi-Camera Tracking Using Nonlinear Manifold Learning and Target Dynamics.	CVPR	2006	DBLP DOI BibTeX RDF
2	Yuexian Hou, Jingyi Wu, Pilian He	Improving classification precision by implicit kernels motivated by manifold learning.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Li Yang	Building Connected Neighborhood Graphs for Locally Linear Embedding.	ICPR	2006	DBLP DOI BibTeX RDF	Dimensionality reduction, manifold learning, locally linear embedding
2	Jianwei Yin, Xiaoming Liu 0004, Zhilin Feng, Jinxiang Dong	A Local Tangent Space Alignment Based Transductive Classification Algorithm.	ANNPR	2006	DBLP DOI BibTeX RDF	local tangent space alignment, LDA/QR, manifold learning, transductive inference
2	Qilong Zhang, Richard Souvenir, Robert Pless	Segmentation Informed by Manifold Learning.	EMMCVPR	2005	DBLP DOI BibTeX RDF
2	Anders Brun, Carl-Fredrik Westin, Magnus Herberthson, Hans Knutsson	Fast Manifold Learning Based on Riemannian Normal Coordinates.	SCIA	2005	DBLP DOI BibTeX RDF
2	Junping Zhang, Stan Z. Li	Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning.	PAKDD	2005	DBLP DOI BibTeX RDF
2	Neal Patwari, Alfred O. Hero III, Adam Pacholski	Manifold learning visualization of network traffic data.	MineNet	2005	DBLP DOI BibTeX RDF	internet traffic anomaly detection & forensics, data mining
2	Rongjie Shi, I-Fan Shen, Wenbin Chen, Su Yang	Manifold Learning for Image Denoising.	CIT	2005	DBLP DOI BibTeX RDF
2	Mei-Chen Yeh, I-Hsiang Lee, Gang Wu, Yi Wu, Edward Y. Chang	Manifold learning, a promised land or work in progress?	ICME	2005	DBLP DOI BibTeX RDF	realistic dataset, image classification, manifold learning, image clustering
2	Qilong Zhang, Robert Pless	Segmenting Cardiopulmonary Images Using Manifold Learning with Level Sets.	CVBIA	2005	DBLP DOI BibTeX RDF
2	Gang Wang, Weifeng Su, Xiangye Xiao, Frederick H. Lochovsky	Latent Process Model for Manifold Learning.	ICTAI	2005	DBLP DOI BibTeX RDF
2	Yen-Yu Lin, Tyng-Luh Liu, Hwann-Tzong Chen	Semantic manifold learning for image retrieval.	ACM Multimedia	2005	DBLP DOI BibTeX RDF	feature selection, image retrieval, relevance feedback, dimensionality reduction, manifold learning
2	Li Yang	Building connected neighborhood graphs for isometric data embedding.	KDD	2005	DBLP DOI BibTeX RDF	dimensionality reduction, manifold learning, graph connectivity, data embedding
2	K. Su, Qi Tian, Qing Xue, Nicu Sebe, Jingsheng Ma	Neighborhood issue in single-frame image super-resolution.	ICME	2005	DBLP DOI BibTeX RDF	training image, multiple-frame super-resolution, single-frame image super-resolution method, manifold learning method, neighborhood issue, image sequence, locally linear embedding, LLE
2	Yiming Wu, Kap Luk Chan, Lei Wang 0001	Face Recognition Based on Discriminative Manifold Learning.	ICPR	2004	DBLP DOI BibTeX RDF
2	Junping Zhang, Li He, Zhi-Hua Zhou	Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning.	WSC	2004	DBLP DOI BibTeX RDF
2	Jin Hyeong Park, Zhenyue Zhang, Hongyuan Zha, Rangachar Kasturi	Local Smoothing for Manifold Learning.	CVPR	2004	DBLP DOI BibTeX RDF
2	Christoph Bregler, Stephen M. Omohundro	Nonlinear Manifold Learning for Visual Speech Recognition. (PDF / PS)	ICCV	1995	DBLP DOI BibTeX RDF	nonlinear manifold learning, smooth nonlinear manifolds, lip reading task, abstract feature space, query point, learned manifold, lip extraction, learned lip manifold, acoustic speech recognizers, degraded environments, purely visual lip reader, feature extraction, hidden Markov models, hidden Markov models, tracking, speech recognition, image sequence, visual speech recognition
1	H. Handa	Neuroevolution with manifold learning for playing Mario.	IJBIC	2012	DBLP DOI BibTeX RDF
1	Zhenyue Zhang, Jing Wang, Hongyuan Zha	Adaptive Manifold Learning.	IEEE Trans. Pattern Anal. Mach. Intell.	2012	DBLP DOI BibTeX RDF
1	Christian Wachinger, Mehmet Yigitsoy, Erik-Jan Rijkhorst, Nassir Navab	Manifold learning for image-based breathing gating in ultrasound and MRI.	Medical Image Analysis	2012	DBLP DOI BibTeX RDF
1	Carlotta Orsenigo, Carlo Vercellis	Kernel ridge regression for out-of-sample mapping in supervised manifold learning.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Michael Gashler, Tony R. Martinez	Robust manifold learning with CycleCut.	Connect. Sci.	2012	DBLP DOI BibTeX RDF
1	Qian Liu, Chao Lan, Xiao-Yuan Jing, Shi-Qiang Gao, David Zhang, Jing-Yu Yang	Sparsity Preserving Embedding with Manifold Learning and Discriminant Analysis.	IEICE Transactions	2012	DBLP BibTeX RDF
1	Seungil Huh, Stephen E. Fienberg	Discriminative Topic Modeling Based on Manifold Learning.	TKDD	2012	DBLP DOI BibTeX RDF
1	Antonio Criminisi, Jamie Shotton, Ender Konukoglu	Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning.	Foundations and Trends in Computer Graphics and Vision	2012	DBLP DOI BibTeX RDF
1	Yun Fu, Xian-Sheng Hua, Zhu Li, Aggelos K. Katsaggelos, Thomas S. Huang	Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2012	DBLP DOI BibTeX RDF
1	Hong Huang, Hailiang Feng	Gene Classification Using Parameter-Free Semi-Supervised Manifold Learning.	IEEE/ACM Trans. Comput. Biology Bioinform.	2012	DBLP DOI BibTeX RDF
1	Jianfeng Shen, Jiajun Bu, Bin Ju, Tao Jiang, Hao Wu, Lanjuan Li	Refining Gaussian mixture model based on enhanced manifold learning.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	Bogdan Raducanu, Fadi Dornaika	A supervised non-linear dimensionality reduction approach for manifold learning.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Bogdan Raducanu, Fadi Dornaika	Appearance-based face recognition using a supervised manifold learning framework.	WACV	2012	DBLP DOI BibTeX RDF
1	Wenzhu Zhang, Lin Zhang	Understanding city dynamics by manifold learning correlation analysis.	IPSN	2012	DBLP DOI BibTeX RDF
1	Hong Qiao, Peng Zhang, Bo Zhang, Suiwu Zheng	Tracking feature extraction based on manifold learning framework.	J. Exp. Theor. Artif. Intell.	2011	DBLP DOI BibTeX RDF
1	Paul Aljabar, Robin Wolz, Latha Srinivasan, Serena J. Counsell, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert	A Combined Manifold Learning Analysis of Shape and Appearance to Characterize Neonatal Brain Development.	IEEE Trans. Med. Imaging	2011	DBLP DOI BibTeX RDF
1	Min Wang, Hong Qiao, Bo Zhang	A New Algorithm for Robust Pedestrian Tracking Based on Manifold Learning and Feature Selection.	IEEE Transactions on Intelligent Transportation Systems	2011	DBLP DOI BibTeX RDF
1	Raúl Cruz-Barbosa, Alfredo Vellido	Semi-Supervised Analysis of Human Brain Tumours from Partially Labeled MRS Information, Using Manifold Learning Models.	Int. J. Neural Syst.	2011	DBLP DOI BibTeX RDF
1	Birkan Tunç, Muhittin Gökmen	Manifold learning for face recognition under changing illumination.	Telecommunication Systems	2011	DBLP DOI BibTeX RDF
1	Arta A. Jamshidi, Michael J. Kirby, David S. Broomhead	Geometric Manifold Learning.	IEEE Signal Process. Mag.	2011	DBLP DOI BibTeX RDF
1	Suyuan Wei, Chao Ning, Youxing Gong	Manifold Learning Based Gait Feature Reduction and Recognition.	JSW	2011	DBLP DOI BibTeX RDF
1	Fengyi Lin, Ching-Chiang Yeh, Meng-Yuan Lee	The use of hybrid manifold learning and support vector machines in the prediction of business failure.	Knowl.-Based Syst.	2011	DBLP DOI BibTeX RDF
1	Peng Zhang, Yuanyuan Ren, Bo Zhang	A new embedding quality assessment method for manifold learning	CoRR	2011	DBLP BibTeX RDF