Search results for "ISOMAP"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
183	Xin Geng 0001, De-Chuan Zhan, Zhi-Hua Zhou	Supervised nonlinear dimensionality reduction for visualization and classification.	IEEE Trans. Syst. Man Cybern. Part B	2005	DBLP DOI BibTeX RDF
136	Wentao Fan, Nizar Bouguila	Online Video Textures Generation.	ISVC (2)	2009	DBLP DOI BibTeX RDF	incremental Isomap, computer vision, dimensionality reduction, Isomap, autoregressive process, Video texture
100	Ruijun Gu, Wenbo Xu 0001	Weighted Kernel Isomap for Data Visualization and Pattern Classification.	CIS	2006	DBLP DOI BibTeX RDF
96	Wei Lu, Zheng-an Yao	Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction.	ADMA	2009	DBLP DOI BibTeX RDF	Random Isomap reduction, encryption, nearest neighbor, geodesic distance, sensitive information
92	Minggang Du, Shanwen Zhang, Hong Wang	Supervised Isomap for Plant Leaf Image Classification.	ICIC (2)	2009	DBLP DOI BibTeX RDF	Plant classification, Supervised Isomap, Plant leaf image, K-nearest neighbor, Isomap
87	Bo Li 0002, De-Shuang Huang, Chao Wang 0071	Improving the robustness of ISOMAP by de-noising.	IJCNN	2008	DBLP DOI BibTeX RDF
87	Chun-Guang Li, Jun Guo 0002	Supervised Isomap with Explicit Mapping.	ICICIC (3)	2006	DBLP DOI BibTeX RDF
87	Richard Souvenir, Robert Pless	Isomap and Nonparametric Models of Image Deformation.	WACV/MOTION	2005	DBLP DOI BibTeX RDF
87	Odest Chadwicke Jenkins, Maja J. Mataric	A spatio-temporal extension to Isomap nonlinear dimension reduction.	ICML	2004	DBLP DOI BibTeX RDF
87	Ming-Hsuan Yang 0001	Extended Isomap for Classification.	ICPR (3)	2002	DBLP DOI BibTeX RDF
83	Qiong Gu, Zhihua Cai, Li Zhu	Classification of Imbalanced Data Sets by Using the Hybrid Re-sampling Algorithm Based on Isomap.	ISICA	2009	DBLP DOI BibTeX RDF	NCR, re-sampling, Isomap, Imbalanced data set, Smote
78	Frédéric Ratle, Anne-Laure Terrettaz-Zufferey, Mikhail F. Kanevski, Pierre Esseiva, Olivier Ribaux	Learning Manifolds in Forensic Data.	ICANN (2)	2006	DBLP DOI BibTeX RDF
78	Yiqing Tu, Gang Li 0009, Honghua Dai 0001	Evolving Insight into High-Dimensional Data.	ICIC (1)	2005	DBLP DOI BibTeX RDF
75	Bill Kapralos, Nathan Mekuz, Agnieszka Kopinska, Saad Khattak	Dimensionality reduced HRTFs: a comparative study.	Advances in Computer Entertainment Technology	2008	DBLP DOI BibTeX RDF	principal component analysis (PCA), locally linear embedding (LLE), 3D sound, isomap, HRTF
74	Kaspar Riesen, Volkmar Frinken, Horst Bunke	Improving Graph Classification by Isomap.	GbRPR	2009	DBLP DOI BibTeX RDF
74	Jie Chen 0001, Ruiping Wang 0001, Shiguang Shan, Xilin Chen 0001, Wen Gao 0001	Isomap Based on the Image Euclidean Distance.	ICPR (2)	2006	DBLP DOI BibTeX RDF
74	Chao Shao, Houkuan Huang	Improvement of Data Visualization Based on ISOMAP.	MICAI	2005	DBLP DOI BibTeX RDF
65	Fengxia Li, Tianyu Huang, Lijie Li	Method of Motion Data Processing Based on Manifold Learning.	Edutainment	2007	DBLP DOI BibTeX RDF
61	Jung-Shiong Chang, Arthur Chun-Chieh Shih, Hsueh-Yi Sean Lin, Hai-Feng Kao, Hong-Yuan Mark Liao, Wen-Hsien Fang	3-D mesh representation and retrieval using Isomap manifold.	MMSP	2008	DBLP DOI BibTeX RDF
61	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
57	Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi	Analysis of computer science related curriculum on LDA and Isomap.	ITiCSE	2010	DBLP DOI BibTeX RDF	curriculum analysis, curriculum, LDA, isomap, syllabus
57	Jian Xiang, Hongli Zhu	Automatic Subspace Synthesis of Motion Styles Based on Isomap.	ICIC (2)	2008	DBLP DOI BibTeX RDF	synthesis, subspace, Isomap, Motion style
52	Li Yang	Sammon's Nonlinear Mapping Using Geodesic Distances.	ICPR (2)	2004	DBLP DOI BibTeX RDF
52	Ming-Hsuan Yang 0001	Discriminant Isometric Mapping for Face Recognition.	ICVS	2003	DBLP DOI BibTeX RDF
48	Jian Xiang, Hongli Zhu	Motion Retrieval Based on an Efficient Index Method for Large-Scale Mocap Database.	HCI (12)	2007	DBLP DOI BibTeX RDF	Motion retrieval, reference index, Mocap database, Isomap
48	Jianyu Li, Shuzhong Yang	Visual Clustering of Complex Network Based on Nonlinear Dimension Reduction.	Intelligent Information Processing	2006	DBLP DOI BibTeX RDF	graph distance, complex network, Isomap, visual clustering
48	Nikhil Rane, Stanley T. Birchfield	Isomap Tracking with Particle Filtering.	ICIP (2)	2007	DBLP DOI BibTeX RDF
48	Chao Shao, Houkuan Huang, Chunhong Wan	Selection of the Suitable Neighborhood Size for the ISOMAP Algorithm.	IJCNN	2007	DBLP DOI BibTeX RDF
48	Lifang Wu, Ning Wei, Juanjuan Wang, Yue Guo	A Method of Nonlinear Manifold Classification using ISOMAP.	ICICIC (1)	2006	DBLP DOI BibTeX RDF
48	Anbang Xu, Ping Guo 0002	Isomap and Neural Networks Based Image Registration Scheme.	ISNN (2)	2006	DBLP DOI BibTeX RDF
48	Chao Shao, Houkuan Huang	Selection of the Optimal Parameter Value for the ISOMAP Algorithm.	MICAI	2005	DBLP DOI BibTeX RDF
48	Ik Soo Lim, Pablo de Heras Ciechomski, Sofiane Sarni, Daniel Thalmann	Planar Arrangement of High-Dimensional Biomedical Data Sets by Isomap Coordinates.	CBMS	2003	DBLP DOI BibTeX RDF
43	Zhao Zhang 0001, Tommy W. S. Chow, Ming-Bo Zhao	M-Isomap: Orthogonal Constrained Marginal Isomap for Nonlinear Dimensionality Reduction.	IEEE Trans. Cybern.	2013	DBLP DOI BibTeX RDF
43	Jaegul Choo, Chandan K. Reddy, Hanseung Lee, Haesun Park	p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics.	SDM	2010	DBLP DOI BibTeX RDF
39	Fredrik Andersson, Jens Nilsson 0002	Nonlinear Dimensionality Reduction Using Circuit Models.	SCIA	2005	DBLP DOI BibTeX RDF
39	Lukui Shi, Qing Wu, Xueqin Shen, Pilian He	A Multi-class Classifying Algorithm Based on Nonlinear Dimensionality Reduction and Support Vector Machines.	ICNC (1)	2005	DBLP DOI BibTeX RDF
35	Gabriel Jarillo, Witold Pedrycz, Marek Z. Reformat	Aggregation of classifiers based on image transformations in biometric face recognition.	Mach. Vis. Appl.	2008	DBLP DOI BibTeX RDF	FERET, YALE, Decision theory, Bayesian, Kernel-PCA, Eigenfaces, Isomap, Fisherfaces
35	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
35	Bill Kapralos, Nathan Mekuz	Application of dimensionality reduction techniques to HRTFS for interactive virtual environments.	Advances in Computer Entertainment Technology	2007	DBLP DOI BibTeX RDF	principal components analysis (PCA), dimensionality reduction, local linear embedding (LLE), 3D sound, isomap, HRTF
35	Martin H. C. Law, Anil K. Jain 0001	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
35	Kanav Kahol, Mithra Vankipuram	Hand motion expertise analysis using dynamic hierarchical activity modeling and isomap.	ICPR	2008	DBLP DOI BibTeX RDF
35	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
35	Chin-Chang Ho, Karl F. MacDorman, Z. A. D. Dwi Pramono	Human emotion and the uncanny valley: a GLM, MDS, and Isomap analysis of robot video ratings.	HRI	2008	DBLP DOI BibTeX RDF	android science, emotion, data visualization, uncanny valley
35	Ulas Akkucuk, J. Douglas Carroll	PARAMAP vs. Isomap: A Comparison of Two Nonlinear Mapping Algorithms.	J. Classif.	2006	DBLP DOI BibTeX RDF
35	Nathan Mekuz, John K. Tsotsos	Parameterless Isomap with Adaptive Neighborhood Selection.	DAGM-Symposium	2006	DBLP DOI BibTeX RDF
35	Zhigang Deng, Ulrich Neumann	eFASE: expressive facial animation synthesis and editing with phoneme-isomap controls.	Symposium on Computer Animation	2006	DBLP DOI BibTeX RDF
35	Lukui Shi, Pilian He, Enhai Liu	An Incremental Nonlinear Dimensionality Reduction Algorithm Based on ISOMAP.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
35	Robert Pless	Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences.	ICCV	2003	DBLP DOI BibTeX RDF
26	Ameet Talwalkar, Sanjiv Kumar, Henry A. Rowley	Large-scale manifold learning.	CVPR	2008	DBLP DOI BibTeX RDF
26	Josef Kittler, David Windridge, Debaditya Goswami	Subsurface scattering deconvolution for improved NIR-visible facial image correlation.	FG	2008	DBLP DOI BibTeX RDF
26	Jie Chen 0001, Ruiping Wang 0001, Shengye Yan, Shiguang Shan, Xilin Chen 0001, Wen Gao 0001	Enhancing Human Face Detection by Resampling Examples Through Manifolds.	IEEE Trans. Syst. Man Cybern. Part A	2007	DBLP DOI BibTeX RDF
26	Yuru Pei, Hongbin Zha	Transferring of Speech Movements from Video to 3D Face Space.	IEEE Trans. Vis. Comput. Graph.	2007	DBLP DOI BibTeX RDF	speech synchronization, visual speech synthesis, machine learning, Facial animation, performance-driven animation
26	Dragana Veljkovic, Kay A. Robbins, Doug Rubino, Nicholas G. Hatsopoulos	Extension of Mutual Subspace Method for Low Dimensional Feature Projection.	ICIP (2)	2007	DBLP DOI BibTeX RDF
26	Andrew Errity, John McKenna, Barry Kirkpatrick	Manifold Learning-Based Feature Transformation for Phone Classification.	NOLISP	2007	DBLP DOI BibTeX RDF
26	Peng Wang 0005, Christian Köhler 0002, Ragini Verma	Estimating Cluster Overlap on Manifolds and its Application to Neuropsychiatric Disorders.	CVPR	2007	DBLP DOI BibTeX RDF
26	John Ashley Burgoyne, Stephen McAdams	A Meta-analysis of Timbre Perception Using Nonlinear Extensions to CLASCAL.	CMMR	2007	DBLP DOI BibTeX RDF
26	Dragomir Yankov, Eamonn J. Keogh	Manifold Clustering of Shapes.	ICDM	2006	DBLP DOI BibTeX RDF
26	A. Elizabeth Seward, Bobby Bodenheimer	Using nonlinear dimensionality reduction in 3D figure animation.	ACM Southeast Regional Conference (2)	2005	DBLP DOI BibTeX RDF	3D figure animation, re-sequencing, dimensionality reduction, motion capture
26	Li Yang 0008	Data embedding techniques and applications.	CVDB	2005	DBLP DOI BibTeX RDF	dimensionlaity reduction, manifold learning, data embedding, neighborhood graph
26	Bisser Raytchev, Ikushi Yoda, Katsuhiko Sakaue	Head Pose Estimation by Nonlinear Manifold Learning.	ICPR (4)	2004	DBLP DOI BibTeX RDF
26	Yiming Wu, Kap Luk Chan, Lei Wang 0001	Face Recognition Based on Discriminative Manifold Learning.	ICPR (4)	2004	DBLP DOI BibTeX RDF
26	Ashutosh Saxena, Abhinav Gupta 0001, Amitabha Mukerjee	Non-linear Dimensionality Reduction by Locally Linear Isomaps.	ICONIP	2004	DBLP DOI BibTeX RDF
22	Ágnes Vathy-Fogarassy, Attila Kiss 0001, János Abonyi	Topology Representing Network Map - A New Tool for Visualization of High-Dimensional Data.	Trans. Comput. Sci.	2008	DBLP DOI BibTeX RDF	Topology Representing Networks, CDA, Dimensionality reduction, Data visualization, Isomap
22	Youchan Zhu, Ying Zheng	Research on Intrusion Detection System Based on Pattern Recognition.	NCM (1)	2008	DBLP DOI BibTeX RDF	Intrusion Detection, RBF, Adaboost, Isomap
22	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
22	Hassan A. Kingravi, M. Emre Celebi 0001, 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
22	George Lee 0002, Carlos Rodriguez, Anant Madabhushi	An Empirical Comparison of Dimensionality Reduction Methods for Classifying Gene and Protein Expression Datasets.	ISBRA	2007	DBLP DOI BibTeX RDF	classification, principal component analysis, bioinformatics, dimensionality reduction, gene expression, multidimensional scaling, linear discriminant analysis, graph embedding, proteomics, locally linear embedding, Isomap, prostate cancer, lung cancer, ovarian cancer
21	Honggui Li, Dimitri Galayko	Correction to: Deep reconstruction of 1D ISOMAP representations.	Multim. Syst.	2023	DBLP DOI BibTeX RDF
21	Tanzeel U. Rehman, Mahwish Yousaf, Jing Li 0047	A-FastIsomap: An Improved Performance of Classical Isomap Based on A Search Algorithm.	Neural Process. Lett.	2023	DBLP DOI BibTeX RDF
21	Xiaoping Liang, Zhenjun Tang, Jingli Wu, Zhixin Li 0001, Xinpeng Zhang 0001	Robust Image Hashing With Isomap and Saliency Map for Copy Detection.	IEEE Trans. Multim.	2023	DBLP DOI BibTeX RDF
21	Xiaofang Gao, Jiye Liang, Wenjian Wang, Xuefei Bai, Lina Jia	An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints.	Int. J. Mach. Learn. Cybern.	2022	DBLP DOI BibTeX RDF
21	Eysan Mehrbani, Mohammad Hossein Kahaei	Low-rank isomap algorithm.	IET Signal Process.	2022	DBLP DOI BibTeX RDF
21	Abedalrhman Alkhateeb, Bashier ElKarami, Hazem Qattous, Abdullah Al-Refai, Noor AlAfeshat, Behnam Shahrrava, Mohammad Azzeh	Multi-omics Data Integration Model based on Isomap and Convolutional Neural Network.	ICMLA	2022	DBLP DOI BibTeX RDF
21	Hongchun Qu, Lin Li, Zhaoni Li, Jian Zheng	Supervised discriminant Isomap with maximum margin graph regularization for dimensionality reduction.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
21	Honggui Li, Dimitri Galayko	Deep reconstruction of 1D ISOMAP representations.	Multim. Syst.	2021	DBLP DOI BibTeX RDF
21	Mahwish Yousaf, Muhammad Saadat Shakoor Khan, Tanzeel U. Rehman, Shamsher Ullah, Jing Li 0047	NRIC: A Noise Removal Approach for Nonlinear Isomap Method.	Neural Process. Lett.	2021	DBLP DOI BibTeX RDF
21	Farzana Anowar, Samira Sadaoui, Bassant Selim	Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE).	Comput. Sci. Rev.	2021	DBLP DOI BibTeX RDF
21	Eysan Mehrbani, Mohammad Hossein Kahaei	Low-Rank Isomap Algorithm.	CoRR	2021	DBLP BibTeX RDF
21	Honggui Li, Dimitri Galayko, Maria Trocan	Multi-level adaptive neuro-fuzzy inference system-based reconstruction of 1D ISOMAP representations.	Fuzzy Sets Syst.	2021	DBLP DOI BibTeX RDF
21	Feifei Li	Dimensionality Reduction Classification Method of Hyperspectral Remote Sensing Based on ISOMAP Algorithm.	AIAM (ACM)	2021	DBLP DOI BibTeX RDF
21	Mahwish Yousaf, Tanzeel U. Rehman, Jing Li 0047	An Extended Isomap Approach for Nonlinear Dimension Reduction.	SN Comput. Sci.	2020	DBLP DOI BibTeX RDF
21	Jialun Liu, Yukun Wang, Yong Zhang 0022	A Novel Isomap-SVR Soft Sensor Model and Its Application in Rotary Kiln Calcination Zone Temperature Prediction.	Symmetry	2020	DBLP DOI BibTeX RDF
21	Michael W. Trosset, Gokcen Buyukbas	Rehabilitating Isomap: Euclidean Representation of Geodesic Structure.	CoRR	2020	DBLP BibTeX RDF
21	Benyamin Ghojogh, Ali Ghodsi 0001, Fakhri Karray, Mark Crowley 0001	Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey.	CoRR	2020	DBLP BibTeX RDF
21	Sripathi Sridhar, Vincent Lostanlen	Helicality: An Isomap-based Measure of Octave Equivalence in Audio Data.	CoRR	2020	DBLP BibTeX RDF
21	Cheng Wang 0020, Weihua Fu, Haiyang Huang, Jianwei Chen	Isomap-Based Three-Dimensional Operational Modal Analysis.	Sci. Program.	2020	DBLP DOI BibTeX RDF
21	Erkai Jin, Miao Li, Xiaopu Feng, Zan Yang, Wei Nai	Hybrid Dimension Reduction Method Based on Isomap and t-SNE with Beetle Antennae Search Algorithm.	ISCID	2020	DBLP DOI BibTeX RDF
21	Alaor Cervati Neto, Alexandre L. M. Levada	ISOMAP-KL: a parametric approach for unsupervised metric learning.	SIBGRAPI	2020	DBLP DOI BibTeX RDF
21	Tiance Wu, Xinyu Tong, Xiaohua Tian	Unsupervised Image Classification System for Mobile Devices Based on Incremental Isomap.	WCSP	2020	DBLP DOI BibTeX RDF
21	Honggui Li, Maria Trocan	Sparse reconstruction of ISOMAP representations.	J. Intell. Fuzzy Syst.	2019	DBLP DOI BibTeX RDF
21	Rui Huang 0004, Guopeng Zhang, Junli Chen	Semi-supervised discriminant Isomap with application to visualization, image retrieval and classification.	Int. J. Mach. Learn. Cybern.	2019	DBLP DOI BibTeX RDF
21	Francisco José Orts Gómez, Gloria Ortega López, Ernestas Filatovas, Olga Kurasova, Gracia Ester Martín Garzón	Hyperspectral Image Classification Using Isomap with SMACOF.	Informatica	2019	DBLP BibTeX RDF
21	Yan Zhang 0053, Zhao Zhang 0001, Jie Qin, Li Zhang 0004, Bing Li 0007, Fanzhang Li	Semi-supervised local multi-manifold Isomap by linear embedding for feature extraction.	Pattern Recognit.	2018	DBLP DOI BibTeX RDF
21	Honggui Li	1D representation of Isomap for united video coding.	Multim. Syst.	2018	DBLP DOI BibTeX RDF
21	Kang-Kang Xu, Han-Xiong Li, Zhen Liu	ISOMAP-Based Spatiotemporal Modeling for Lithium-Ion Battery Thermal Process.	IEEE Trans. Ind. Informatics	2018	DBLP DOI BibTeX RDF
21	Frank Schoeneman, Varun Chandola, Nils Napp, Olga Wodo, Jaroslaw Zola	Entropy-Isomap: Manifold Learning for High-dimensional Dynamic Processes.	CoRR	2018	DBLP BibTeX RDF
21	Saeed Ullah, Minjoong Jeong, Woosang Lee	Nondestructive Inspection of Reinforced Concrete Utility Poles with ISOMAP and Random Forest.	Sensors	2018	DBLP DOI BibTeX RDF
21	Xiangyuan Li, Cheng Cai, Jinrong He	基于密度缩放因子的ISOMAP算法 (Density Scaling Factor Based ISOMAP Algorithm).	计算机科学	2018	DBLP DOI BibTeX RDF
21	Zhongkai Feng, Bo Li	An Improved Supervised Isomap Method Using Adaptive Parameters.	ICIC (3)	2018	DBLP DOI BibTeX RDF
21	Frank Schoeneman, Varun Chandola, Nils Napp, Olga Wodo, Jaroslaw Zola	Entropy-Isomap: Manifold Learning for High-dimensional Dynamic Processes.	IEEE BigData	2018	DBLP DOI BibTeX RDF