Search results for "HOSVD"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
112	Heng Huang, Chris H. Q. Ding, Dijun Luo, Tao Li 0001	Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering.	KDD	2008	DBLP DOI BibTeX RDF	2dsvd, hosvd, k-means clustering
62	Roberto Costantini, Luciano Sbaiz, Sabine Süsstrunk	Higher Order SVD Analysis for Dynamic Texture Synthesis.	IEEE Trans. Image Process.	2008	DBLP DOI BibTeX RDF
45	András Rövid, Laszlo Szeidl	Image Processing Using Polylinear Functions on HOSVD Basis.	Towards Intelligent Engineering and Information Technology	2009	DBLP DOI BibTeX RDF
41	Jilin Tu, Yun Fu 0001, Thomas S. Huang	Locating Nose-Tips and Estimating Head Poses in Images by Tensorposes.	IEEE Trans. Circuits Syst. Video Technol.	2009	DBLP DOI BibTeX RDF
41	Steffen Rendle, Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme	Learning optimal ranking with tensor factorization for tag recommendation.	KDD	2009	DBLP DOI BibTeX RDF	tensor factorization, ranking, tag recommendation
41	Firdaus Janoos, M. Okan Irfanoglu, Kishore Mosaliganti, Raghu Machiraju, Kun Huang 0001, Pamela Wenzel, Alain de Bruin, Gustavo Leone	Multi-Resolution Image Segmentation Using the 2-Point Correlation Functions.	ISBI	2007	DBLP DOI BibTeX RDF
41	Yuichi Kobayashi, Jun Ohya	EM-in-M: Analyze and Synthesize Emotion in Motion.	IWICPAS	2006	DBLP DOI BibTeX RDF
41	Hongcheng Wang, Narendra Ahuja	Facial Expression Decomposition.	ICCV	2003	DBLP DOI BibTeX RDF
29	Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos	A Unified Framework for Providing Recommendations in Social Tagging Systems Based on Ternary Semantic Analysis.	IEEE Trans. Knowl. Data Eng.	2010	DBLP DOI BibTeX RDF	HOSVD, recommender systems, Social tags, tensors
29	Chandrika Pulla, C. V. Jawahar	Multi modal semantic indexing for image retrieval.	CIVR	2010	DBLP DOI BibTeX RDF	HOSVD, multi-modal LSI, multi-modal image retrieval, multi-modal pLSA, image retrieval, SIFT, semantic indexing, pLSA, LSI
29	Yanan Liu, Fei Wu 0001, Yueting Zhuang, Jun Xiao 0001	Active post-refined multimodality video semantic concept detection with tensor representation.	ACM Multimedia	2008	DBLP DOI BibTeX RDF	contextual correlation, hosvd, multi-modality video semantic concept detection, support tensor machines (stm), temporal associated cooccurrence (tac), tensorshot, active learning, dimension reduction, temporal dependency
25	Yuehao Guo, Xianpeng Wang 0001, Jinmei Shi, Lu Sun 0004, Xiang Lan 0001	Target Parameter Estimation Algorithm Based on Real-Valued HOSVD for Bistatic FDA-MIMO Radar.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
25	Jing Fang, Taiyong Mao, Fuyu Bo, Bomeng Hao, Nan Zhang, Shaohai Hu, Wenfeng Lu, Xiaofeng Wang	A SAR Image-Despeckling Method Based on HOSVD Using Tensor Patches.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
25	Takuma Yamazaki, Tetsushi Ikegami	HOSVD-Based Beamspace Unitary Tensor ESPRIT for Millimeter-Wave Channel Estimation in 3D MIMO-OFDM Systems.	VTC Fall	2023	DBLP DOI BibTeX RDF
25	Wei Wang, Yan Li, Yuling Song	Fault diagnosis method of vehicle engine via HOSVD-HOALS hybrid algorithm-based multi-dimensional feature extraction.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
25	Yuan Gao, Laurence T. Yang, Yaliang Zhao, Jing Yang	Feature Extraction of High-dimensional Data Based on J-HOSVD for Cyber-Physical-Social Systems.	ACM Trans. Manag. Inf. Syst.	2022	DBLP DOI BibTeX RDF
25	Jiye Guo, Huayan Chen, Zhengwei Shen, Ziqing Wang	Image denoising based on global image similar patches searching and HOSVD to patches tensor.	EURASIP J. Adv. Signal Process.	2022	DBLP DOI BibTeX RDF
25	Benjamin Cobb, Hemanth Kolla, Eric Phipps, Ümit V. Çatalyürek	FIST-HOSVD: fused in-place sequentially truncated higher order singular value decomposition.	PASC	2022	DBLP DOI BibTeX RDF
25	Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan 0001, Toshihisa Tanaka, Ivan V. Oseledets	Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD).	IEEE Access	2021	DBLP DOI BibTeX RDF
25	Xiaokang Wang 0001, Laurence T. Yang, Xingyu Chen, M. Jamal Deen, Jirong Jin	Improved Multi-Order Distributed HOSVD with Its Incremental Computing for Smart City Services.	IEEE Trans. Sustain. Comput.	2021	DBLP DOI BibTeX RDF
25	Zehan Chao, Longxiu Huang, Deanna Needell	HOSVD-Based Algorithm for Weighted Tensor Completion.	J. Imaging	2021	DBLP DOI BibTeX RDF
25	R. I. Acosta-Quiñonez, Deni Torres Román, R. Rodriguez-Avila	HOSVD prototype based on modular SW libraries running on a high-performance CPU+GPU platform.	J. Syst. Archit.	2021	DBLP DOI BibTeX RDF
25	Ionela S. Munayco, Marina Chugunova, Ali Nadim	Non-Orthogonal HOSVD Applied to 3-D Image Compression.	CSCI	2021	DBLP DOI BibTeX RDF
25	Chao Zeng 0003, Michael K. Ng 0001	Decompositions of third-order tensors: HOSVD, T-SVD, and Beyond.	Numer. Linear Algebra Appl.	2020	DBLP DOI BibTeX RDF
25	M. Nava Barathy, Dejey	Two-level data aggregation for WMSNs employing a novel VBEAO and HOSVD.	Comput. Commun.	2020	DBLP DOI BibTeX RDF
25	Yuxin Li, Zhibin Pan, Dong Du, Rui Li 0039	Adaptive thresholding HOSVD with rearrangement of tensors for image denoising.	Multim. Tools Appl.	2020	DBLP DOI BibTeX RDF
25	Longxiu Huang, Deanna Needell	HOSVD-Based Algorithm for Weighted Tensor Completion.	CoRR	2020	DBLP BibTeX RDF
25	Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan 0001, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka	Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD).	CoRR	2020	DBLP BibTeX RDF
25	Chuanfu Xiao, Chao Yang 0002, Min Li	Efficient Alternating Least Squares Algorithms for Truncated HOSVD of Higher-Order Tensors.	CoRR	2020	DBLP BibTeX RDF
25	Zehan Chao, Longxiu Huang, Deanna Needell	Tensor Completion through Total Variationwith Initialization from Weighted HOSVD.	CoRR	2020	DBLP BibTeX RDF
25	Dazhou Li, Chuan Lin 0001, Wei Gao, Zihui Meng, Qi Song	Short-Term Rental Forecast of Urban Public Bicycle Based on the HOSVD-LSTM Model in Smart City.	Sensors	2020	DBLP DOI BibTeX RDF
25	Xiaokang Wang 0001, Laurence T. Yang, Xingyu Chen, Lizhe Wang 0001, Rajiv Ranjan 0001, Xiaodao Chen, M. Jamal Deen	A Multi-Order Distributed HOSVD with Its Incremental Computing for Big Services in Cyber-Physical-Social Systems.	IEEE Trans. Big Data	2020	DBLP DOI BibTeX RDF
25	Zehan Chao, Longxiu Huang, Deanna Needell	Tensor Completion through Total Variation with Initialization from Weighted HOSVD.	ITA	2020	DBLP DOI BibTeX RDF
25	Wael Suliman, Mohamed Deriche 0001, Mohamed A. Mohandes	No-ReferenceColor Image Quality Assessment Using HOSVD Based Features and Neural Networks.	SSD	2020	DBLP DOI BibTeX RDF
25	Dong Xia, Fan Zhou	The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
25	Shanshan Gao, Ningning Guo, Mingli Zhang, Jing Chi, Caiming Zhang 0001	Image Denoising Based on HOSVD With Iterative-Based Adaptive Hard Threshold Coefficient Shrinkage.	IEEE Access	2019	DBLP DOI BibTeX RDF
25	Ngoc Tuyen Le, Jing-Wein Wang, Chou-Chen Wang, Ngoc-Tu Nguyen 0002	Novel Framework Based on HOSVD for Ski Goggles Defect Detection and Classification.	Sensors	2019	DBLP DOI BibTeX RDF
25	Qingzhu Wang, Mengying Wei, Yihai Zhu	Channel Estimation for Multi-user Massive MIMO Systems based on Compressive Sensing with Truncated-HOSVD.	J. Inf. Hiding Multim. Signal Process.	2018	DBLP BibTeX RDF
25	Fuxi Wen, Yangyang Xu	HOSVD based multidimensional parameter estimation for massive MIMO system from incomplete channel measurements.	Multidimens. Syst. Signal Process.	2018	DBLP DOI BibTeX RDF
25	Xiaokang Wang 0001, Wei Wang 0088, Laurence T. Yang, Siwei Liao, Dexiang Yin, M. Jamal Deen	A Distributed HOSVD Method With Its Incremental Computation for Big Data in Cyber-Physical-Social Systems.	IEEE Trans. Comput. Soc. Syst.	2018	DBLP DOI BibTeX RDF
25	Xiaoqing Luo, Zhancheng Zhang, Cuiying Zhang, Xiaojun Wu 0001	Multi-focus image fusion using HOSVD and edge intensity.	J. Vis. Commun. Image Represent.	2017	DBLP DOI BibTeX RDF
25	Dong Xia, Fan Zhou	The $\ell_\infty$ Perturbation of HOSVD and Low Rank Tensor Denoising.	CoRR	2017	DBLP BibTeX RDF
25	Edit Tóth-Laufer, András Rövid, Márta Takács	Error calculation of the HOSVD-based rule base reduction in hierarchical fuzzy systems.	Fuzzy Sets Syst.	2017	DBLP DOI BibTeX RDF
25	Rodion Movchan, Zhengwei Shen	Adaptive thresholding hosvd algorithm with iterative regularization for image denoising.	ICIP	2017	DBLP DOI BibTeX RDF
25	Muhammad Bilal Amin, Wolfgang Zirwas, Martin Haardt	HOSVD-Based Denoising for Improved Channel Prediction of Weak Massive MIMO Channels.	VTC Spring	2017	DBLP DOI BibTeX RDF
25	Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente	Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis.	ICASSP	2017	DBLP DOI BibTeX RDF
25	Miaoyan Wang, Yun S. Song	Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD).	AISTATS	2017	DBLP BibTeX RDF
25	Vladimir Katkovnik, Mykola Ponomarenko, Karen O. Egiazarian	Complex domain nonlocal block-matching denoising based on high-order singular value decomposition (HOSVD).	EUSIPCO	2017	DBLP DOI BibTeX RDF
25	Panagiotis Symeonidis	ClustHOSVD: Item Recommendation by Combining Semantically Enhanced Tag Clustering With Tensor HOSVD.	IEEE Trans. Syst. Man Cybern. Syst.	2016	DBLP DOI BibTeX RDF
25	Sardar Afra, Eduardo Gildin	Tensor based geology preserving reservoir parameterization with Higher Order Singular Value Decomposition (HOSVD).	Comput. Geosci.	2016	DBLP DOI BibTeX RDF
25	Miaoyan Wang, Yun S. Song	Orthogonal Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD).	CoRR	2016	DBLP BibTeX RDF
25	Qingzhu Wang, Wanjun Kang, Haihui Hu, Bin Wang	HOSVD-Based 3D Active Appearance Model: Segmentation of Lung Fields in CT Images.	J. Medical Syst.	2016	DBLP DOI BibTeX RDF
25	Emilio Rafael Balda, Sher Ali Cheema, Jens Steinwandt, Martin Haardt, Amir Weiss, Arie Yeredor	First-order perturbation analysis of low-rank tensor approximations based on the truncated HOSVD.	ACSSC	2016	DBLP DOI BibTeX RDF
25	Michal Romaszewski, Przemyslaw Glomb	Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences.	VISIGRAPP (3: VISAPP)	2016	DBLP DOI BibTeX RDF
25	Boguslaw Cyganek, Michal Wozniak 0001, Dariusz Jankowski	Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions.	HAIS	2016	DBLP DOI BibTeX RDF
25	Fuxi Wen, Hing-Cheung So	Robust Multi-Dimensional Harmonic Retrieval Using Iteratively Reweighted HOSVD.	IEEE Signal Process. Lett.	2015	DBLP DOI BibTeX RDF
25	Yosuke Watanabe, Tomohiro Yoshikawa, Takeshi Furuhashi	A Study of Application Cosine Similarity and HOSVD for Questionnaire Data.	J. Adv. Comput. Intell. Intell. Informatics	2015	DBLP DOI BibTeX RDF
25	Abdesselam Bouzerdoum, Fok Hing Chi Tivive	Wall clutter mitigation using HOSVD in through-the-wall radar imaging with compressed sensing.	DSP	2015	DBLP DOI BibTeX RDF
25	Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal 0001, Philippe Forster	Low-rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP.	EURASIP J. Adv. Signal Process.	2014	DBLP DOI BibTeX RDF
25	Sardar Afra, Eduardo Gildin, Mohammadali Tarrahi	Heterogeneous reservoir characterization using efficient parameterization through higher order SVD (HOSVD).	ACC	2014	DBLP DOI BibTeX RDF
25	Xiurui Geng, Luyan Ji, Yongchao Zhao, Fuxiang Wang	A Small Target Detection Method for the Hyperspectral Image Based on Higher Order Singular Value Decomposition (HOSVD).	IEEE Geosci. Remote. Sens. Lett.	2013	DBLP DOI BibTeX RDF
25	Qun Li 0003, Xiangqiong Shi, Dan Schonfeld	Robust HOSVD-Based Higher-Order Data Indexing and Retrieval.	IEEE Signal Process. Lett.	2013	DBLP DOI BibTeX RDF
25	Sardar Afra, Eduardo Gildin	Permeability Parametrization Using Higher Order Singular Value Decomposition (HOSVD).	ICMLA (2)	2013	DBLP DOI BibTeX RDF
25	Maxime Boizard, Frédéric Brigui, Guillaume Ginolhac, Frédéric Pascal 0001, Philippe Forster, Hong-Bo Sun	Multidimensional low-rank filter based on the AU-HOSVD for MIMO STAP.	CAMSAP	2013	DBLP DOI BibTeX RDF
25	Edit Tóth-Laufer, Annamária R. Várkonyi-Kóczy	Anytime sport activity risk level calculation using HOSVD based hierarchical fuzzy models.	MeMeA	2013	DBLP DOI BibTeX RDF
25	Edit Tóth-Laufer, András Rövid, Márta Takács, Imre J. Rudas	A novel method for new membership function calculation in HOSVD-based reduction to improve the operation needs.	SISY	2013	DBLP DOI BibTeX RDF
25	Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal 0001, Sebastian Miron, Philippe Forster	Numerical performance of a tensor MUSIC algorithm based on HOSVD for a mixture of polarized sources.	EUSIPCO	2013	DBLP BibTeX RDF
25	Kostas Anagnostou, Manolis Maragoudakis	Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames.	AIAI (2)	2012	DBLP DOI BibTeX RDF
25	Qun Li 0003, Xiangqiong Shi, Dan Schonfeld	A general framework for robust HOSVD-based indexing and retrieval with high-order tensor data.	ICASSP	2011	DBLP DOI BibTeX RDF
25	Dijun Luo, Chris H. Q. Ding, Heng Huang	Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms.	PAKDD (1)	2011	DBLP DOI BibTeX RDF
25	Qun Li 0003, Xiangqiong Shi, Dan Schonfeld	Robust HOSVD-based multi-camera motion trajectory indexing and retrieval.	Visual Information Processing and Communication	2011	DBLP DOI BibTeX RDF
25	Boguslaw Cyganek	Object Recognition with the HOSVD of the Multi-model Space-Variant Pattern Tensors.	CAIP (1)	2011	DBLP DOI BibTeX RDF
25	Xinhai Liu, Lieven De Lathauwer, Frizo A. L. Janssens, Bart De Moor	Hybrid Clustering of Multiple Information Sources via HOSVD.	ISNN (2)	2010	DBLP DOI BibTeX RDF
25	João Paulo C. L. da Costa, Florian Roemer, Martin Haardt	Iterative Sequential GSVD (I-S-GSVD) based prewhitening for multidimensional HOSVD based subspace estimation without knowledge of the noise covariance information.	WSA	2010	DBLP DOI BibTeX RDF
25	Dijun Luo, Heng Huang, Chris H. Q. Ding	Are Tensor Decomposition Solutions Unique? On the global convergence of HOSVD and ParaFac algorithms	CoRR	2009	DBLP BibTeX RDF
25	Laszlo Szeidl, Péter Várlaki	HOSVD Based Canonical Form for Polytopic Models of Dynamic Systems.	J. Adv. Comput. Intell. Intell. Informatics	2009	DBLP DOI BibTeX RDF
25	Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar	Dynamic updating and downdating matrix SVD and tensor HOSVD for adaptive indexing and retrieval of motion trajectories.	ICASSP	2009	DBLP DOI BibTeX RDF
25	Szabolcs Nagy	Exact reconstruction of HOSVD based TP models from sampled data.	SACI	2009	DBLP DOI BibTeX RDF
25	Péter Baranyi, Annamária R. Várkonyi-Kóczy, Yeung Yam, Ron J. Patton	Adaptation of TS fuzzy models without complexity expansion: HOSVD-based approach.	IEEE Trans. Instrum. Meas.	2005	DBLP DOI BibTeX RDF
25	Péter Baranyi, Domonkos Tikk, Annamária R. Várkonyi-Kóczy, Yeung Yam, Imre J. Rudas	Minimizing TS controller via HOSVD.	FUZZ-IEEE	2002	DBLP DOI BibTeX RDF
21	Wei Peng 0001, Tao Li 0001, Bo Shao	Clustering multi-way data via adaptive subspace iteration.	CIKM	2008	DBLP DOI BibTeX RDF	multi-way data, clustering, tensor, subspace
21	Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos	Tag recommendations based on tensor dimensionality reduction.	RecSys	2008	DBLP DOI BibTeX RDF	recommender systems, social tagging
21	Chris H. Q. Ding, Heng Huang, Dijun Luo	Tensor reduction error analysis - Applications to video compression and classification.	CVPR	2008	DBLP DOI BibTeX RDF
21	Huachun Tan, Yu-Jin Zhang	Person-Similarity Weighted Feature for Expression Recognition.	ACCV (2)	2007	DBLP DOI BibTeX RDF
21	Zhizheng Liang	High-dimensional discriminant analysis and its application to color face images.	ICPR (2)	2006	DBLP DOI BibTeX RDF
21	Xiang Ma, Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld	Tensor-Based Multiple Object Trajectory Indexing and Retrieval.	ICME	2006	DBLP DOI BibTeX RDF
21	Ning Liu 0001, Benyu Zhang, Jun Yan 0001, Zheng Chen 0001, Wenyin Liu, Fengshan Bai, Leefeng Chien	Text Representation: From Vector to Tensor.	ICDM	2005	DBLP DOI BibTeX RDF
21	Kohei Inoue, Kiichi Urahama	DSVD: a tensor-based image compression and recognition method.	ISCAS (6)	2005	DBLP DOI BibTeX RDF