Keyword : manifold learning


Exponential Neighborhood Preserving Embedding for Face Recognition
Ruisheng RAN Bin FANG Xuegang WU 
Publication:   
Publication Date: 2018/05/01
Vol. E101-D  No. 5 ; pp. 1410-1420
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
neighborhood preserving embeddingmatrix exponentialface recognitionthe small-sample-size problemmanifold learning
 Summary | Full Text:PDF(1MB)

READER: Robust Semi-Supervised Multi-Label Dimension Reduction
Lu SUN Mineichi KUDO Keigo KIMURA 
Publication:   
Publication Date: 2017/10/01
Vol. E100-D  No. 10 ; pp. 2597-2604
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
multi-label classificationsemi-supervised dimension reductionrisk minimizationfeature selectionmanifold learning
 Summary | Full Text:PDF(879.7KB)

Input-Output Manifold Learning with State Space Models
Daisuke TANAKA Takamitsu MATSUBARA Kenji SUGIMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/06/01
Vol. E99-A  No. 6 ; pp. 1179-1187
Type of Manuscript:  PAPER
Category: Systems and Control
Keyword: 
manifold learningsystem identificationsubspace identification methods
 Summary | Full Text:PDF(806.1KB)

Locality-Constrained Multi-Task Joint Sparse Representation for Image Classification
Lihua GUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/09/01
Vol. E96-D  No. 9 ; pp. 2177-2181
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
image classificationmulti-task learningsparse representationmanifold learning
 Summary | Full Text:PDF(404.2KB)

Semi-Supervised Nonparametric Discriminant Analysis
Xianglei XING Sidan DU Hua JIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/02/01
Vol. E96-D  No. 2 ; pp. 375-378
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
semi-supervised learningnonparametric discriminant analysismanifold learning
 Summary | Full Text:PDF(367.8KB)

Super-Resolution for Facial Images Based on Local Similarity Preserving
Jin-Ping HE Guang-Da SU Jian-Sheng CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/03/01
Vol. E95-D  No. 3 ; pp. 892-896
Type of Manuscript:  LETTER
Category: Image Processing and Video Processing
Keyword: 
super-resolution for facial imagesmanifold learninglocal similarity preservingpoint-based entropyenergy-coherent compensation
 Summary | Full Text:PDF(419.5KB)

Sparsity Preserving Embedding with Manifold Learning and Discriminant Analysis
Qian LIU Chao LAN Xiao Yuan JING Shi Qiang GAO David ZHANG Jing Yu YANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/01/01
Vol. E95-D  No. 1 ; pp. 271-274
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
sparsity preserving embeddingmanifold learningdiscriminant analysisfeature extraction
 Summary | Full Text:PDF(239.6KB)

Constraints on the Neighborhood Size in LLE
Zhengming MA Jing CHEN Shuaibin LIAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/08/01
Vol. E94-D  No. 8 ; pp. 1636-1640
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
locally linear embeddingnonlinear dimensionality reductionmanifold learningprinciple component analysis
 Summary | Full Text:PDF(248.1KB)

Nonlinear Shape-Texture Manifold Learning
Xiaokan WANG Xia MAO Catalin-Daniel CALEANU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7 ; pp. 2016-2019
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
manifold learningshape-texture manifoldlocal linear embedded
 Summary | Full Text:PDF(1.3MB)