Keyword : principal component analysis


Accelerating a Lloyd-Type k-Means Clustering Algorithm with Summable Lower Bounds in a Lower-Dimensional Space
Kazuo AOYAMA Kazumi SAITO Tetsuo IKEDA 
Publication:   
Publication Date: 2018/11/01
Vol. E101-D  No. 11 ; pp. 2773-2783
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
algorithmclusteringk-meanslower boundsingular value decompositionprincipal component analysisdimensionality reductionperformance
 Summary | Full Text:PDF(759KB)

Designing Coded Aperture Camera Based on PCA and NMF for Light Field Acquisition
Yusuke YAGI Keita TAKAHASHI Toshiaki FUJII Toshiki SONODA Hajime NAGAHARA 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2190-2200
Type of Manuscript:  Special Section PAPER (Special Section on Picture Coding and Image Media Processing)
Category: 
Keyword: 
light fieldcoded apertureprincipal component analysisnon-negative matrix factorization
 Summary | Full Text:PDF(3.6MB)

An Extreme Learning Machine Architecture Based on Volterra Filtering and PCA
Li CHEN Ling YANG Juan DU Chao SUN Shenglei DU Haipeng XI 
Publication:   
Publication Date: 2017/11/01
Vol. E100-D  No. 11 ; pp. 2690-2701
Type of Manuscript:  PAPER
Category: Information Network
Keyword: 
extreme learning machinesVolterra filterprincipal component analysisunsupervised equalizationsupport vector machine
 Summary | Full Text:PDF(509.6KB)

An Improved Multivariate Wavelet Denoising Method Using Subspace Projection
Huan HAO Huali WANG Naveed ur REHMAN Liang CHEN Hui TIAN 
Publication:   
Publication Date: 2017/03/01
Vol. E100-A  No. 3 ; pp. 769-775
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
wavelet denoisingmultivariate signal processingsubspaceprincipal component analysis
 Summary | Full Text:PDF(1.2MB)

Signal Reconstruction Algorithm of Finite Rate of Innovation with Matrix Pencil and Principal Component Analysis
Yujie SHI Li ZENG 
Publication:   
Publication Date: 2017/03/01
Vol. E100-A  No. 3 ; pp. 761-768
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
finite rate of innovationmatrix pencilnon-bandlimited signalsprincipal component analysis
 Summary | Full Text:PDF(453KB)

Efficient Anchor Graph Hashing with Data-Dependent Anchor Selection
Hiroaki TAKEBE Yusuke UEHARA Seiichi UCHIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/11/01
Vol. E98-D  No. 11 ; pp. 2030-2033
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
nearest neighbor searchanchor graph hashingsimilarity spaceprincipal component analysis
 Summary | Full Text:PDF(307.5KB)

Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation
Yoshitatsu MATSUDA Kazunori YAMAGUCHI Ken-ichiro NISHIOKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9 ; pp. 1675-1682
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
data miningSNSspatio-temporal patterndiffusion-type formulaBayesian estimationprincipal component analysis
 Summary | Full Text:PDF(975.3KB)

An Iterative Technique for Optimally Designing Extrapolated Impulse Response Filter in the Mini-Max Sense
Hao WANG Li ZHAO Wenjiang PEI Jiakuo ZUO Qingyun WANG Minghai XIN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/10/01
Vol. E96-A  No. 10 ; pp. 2029-2033
Type of Manuscript:  LETTER
Category: Systems and Control
Keyword: 
finite impulse response filterextrapolated impulse response filterprincipal component analysissemi-infinite programminglinear programming
 Summary | Full Text:PDF(787.2KB)

LDR Image to HDR Image Mapping with Overexposure Preprocessing
Yongqing HUO Fan YANG Vincent BROST Bo GU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/06/01
Vol. E96-A  No. 6 ; pp. 1185-1194
Type of Manuscript:  Special Section PAPER (Special Section on Circuit, System, and Computer Technologies)
Category: 
Keyword: 
HDRoverexposed areahighlight removalprincipal component analysisimage quality metric
 Summary | Full Text:PDF(5.4MB)

PCA-Based Retinal Vessel Tortuosity Quantification
Rashmi TURIOR Danu ONKAEW Bunyarit UYYANONVARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/02/01
Vol. E96-D  No. 2 ; pp. 329-339
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
tortuosityretinopathy of prematurity (ROP)principal component analysis
 Summary | Full Text:PDF(1.8MB)

Statistical Approaches to Excitation Modeling in HMM-Based Speech Synthesis
June Sig SUNG Doo Hwa HONG Hyun Woo KOO Nam Soo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/02/01
Vol. E96-D  No. 2 ; pp. 379-382
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
HMM-based speech synthesiswaveform interpolationprincipal component analysisnon-negative matrix factorization
 Summary | Full Text:PDF(386.9KB)

Geographic Routing Algorithm with Location Errors
Yuanwei JING Yan WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/12/01
Vol. E95-D  No. 12 ; pp. 3092-3096
Type of Manuscript:  LETTER
Category: Information Network
Keyword: 
wireless sensor networksgeographic routinglocation errorsprincipal component analysis
 Summary | Full Text:PDF(319.7KB)

Two-Stage Block-Based Whitened Principal Component Analysis with Application to Single Sample Face Recognition
Biao WANG Wenming YANG Weifeng LI Qingmin LIAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/03/01
Vol. E95-D  No. 3 ; pp. 853-860
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
face recognitionone sample problemprincipal component analysiswhitening transformK-Nearest Neighbors
 Summary | Full Text:PDF(1.2MB)

Denoising of Multi-Modal Images with PCA Self-Cross Bilateral Filter
Yu QIU Kiichi URAHAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2010/09/01
Vol. E93-A  No. 9 ; pp. 1709-1712
Type of Manuscript:  LETTER
Category: Image
Keyword: 
multi-modal imagebilateral filtercross bilateral filterprincipal component analysis
 Summary | Full Text:PDF(567.9KB)

Traffic Light Detection Using Rotated Principal Component Analysis for Video-Based Car Navigation System
Sung-Kwan JOO Yongkwon KIM Seong Ik CHO Kyoungho CHOI Kisung LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/12/01
Vol. E91-D  No. 12 ; pp. 2884-2887
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
car navigation systemtraffic lightcrossroad detectionprincipal component analysis
 Summary | Full Text:PDF(781.9KB)

Improving Automatic Text Classification by Integrated Feature Analysis
Lazaro S.P. BUSAGALA Wataru OHYAMA Tetsushi WAKABAYASHI Fumitaka KIMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/04/01
Vol. E91-D  No. 4 ; pp. 1101-1109
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
text classification/categorizationfeature transformationdimension reductionprincipal component analysiscanonical discriminant analysisintegrated feature analysismultiple feature integration
 Summary | Full Text:PDF(438.6KB)

Image Restoration for Quantifying TFT-LCD Defect Levels
Kyu Nam CHOI No Kap PARK Suk In YOO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/02/01
Vol. E91-D  No. 2 ; pp. 322-329
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
image restorationanti-vignettingprincipal component analysismuraindex function
 Summary | Full Text:PDF(1.5MB)

3D Animation Compression Using Affine Transformation Matrix and Principal Component Analysis
Pai-Feng LEE Chi-Kang KAO Juin-Ling TSENG Bin-Shyan JONG Tsong-Wuu LIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/07/01
Vol. E90-D  No. 7 ; pp. 1073-1084
Type of Manuscript:  PAPER
Category: Computer Graphics
Keyword: 
computer animationmesh decompositionprincipal component analysisaffine transformation matrix
 Summary | Full Text:PDF(867.5KB)

Cluster Analysis of Internet Users Based on Hourly Traffic Utilization
Maria Rosario de OLIVEIRA Rui VALADAS Antonio PACHECO Paulo SALVADOR 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2007/07/01
Vol. E90-B  No. 7 ; pp. 1594-1607
Type of Manuscript:  PAPER
Category: Fundamental Theories for Communications
Keyword: 
access networkscluster analysisdiscriminant analysisprincipal component analysisInternet traffic characterizationtraffic measurements
 Summary | Full Text:PDF(3.3MB)

An EM-Based Approach for Mining Word Senses from Corpora
Thatsanee CHAROENPORN Canasai KRUENGKRAI Thanaruk THEERAMUNKONG Virach SORNLERTLAMVANICH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/04/01
Vol. E90-D  No. 4 ; pp. 775-782
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
corpus-based lexicographyword sense discriminationclusteringEM algorithmprincipal component analysis
 Summary | Full Text:PDF(1.1MB)

Constructing Kernel Functions for Binary Regression
Masashi SUGIYAMA Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7 ; pp. 2243-2249
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
supervised learningregressionkernel methodskernel functionsKarhunen-Loeve expansionprincipal component analysisbinary regressionGaussian kernel
 Summary | Full Text:PDF(243.7KB)

Human Foot Reconstruction from Multiple Camera Images with Foot Shape Database
Jiahui WANG Hideo SAITO Makoto KIMURA Masaaki MOCHIMARU Takeo KANADE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/05/01
Vol. E89-D  No. 5 ; pp. 1732-1742
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
anthropometrydeformable modelprincipal component analysismultiple camerasshape reconstruction
 Summary | Full Text:PDF(1007.8KB)

Composite Support Vector Machines with Extended Discriminative Features for Accurate Face Detection
Tae-Kyun KIM Josef KITTLER 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/10/01
Vol. E88-D  No. 10 ; pp. 2373-2379
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
pattern classificationface detectionsupport vector machineindependent component analysisprincipal component analysisAdaboost
 Summary | Full Text:PDF(663.2KB)

A Subspace Blind Identification Algorithm with Reduced Computational Complexity--Colored Noise Case--
Nari TANABE Toshihiro FURUKAWA Kohichi SAKANIWA Shigeo TSUJII 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/07/01
Vol. E88-A  No. 7 ; pp. 2015-2018
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
principal component analysissubspace methodcolored observation noisenoise variancechannel ordercomputational complexity
 Summary | Full Text:PDF(264.6KB)

Applying Sparse KPCA for Feature Extraction in Speech Recognition
Amaro LIMA Heiga ZEN Yoshihiko NANKAKU Keiichi TOKUDA Tadashi KITAMURA Fernando G. RESENDE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/03/01
Vol. E88-D  No. 3 ; pp. 401-409
Type of Manuscript:  Special Section PAPER (Special Section on Corpus-Based Speech Technologies)
Category: Feature Extraction and Acoustic Medelings
Keyword: 
kernelsparsityprincipal component analysisfeature extractionspeech recognition
 Summary | Full Text:PDF(582.4KB)

On the Use of Kernel PCA for Feature Extraction in Speech Recognition
Amaro LIMA Heiga ZEN Yoshihiko NANKAKU Chiyomi MIYAJIMA Keiichi TOKUDA Tadashi KITAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/12/01
Vol. E87-D  No. 12 ; pp. 2802-2811
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
kernelfeature spaceprincipal component analysisfeature extractionspeech recognition
 Summary | Full Text:PDF(425.6KB)

A Practical Subspace Blind Identification Algorithm with Reduced Computational Complexity
Nari TANABE Toshihiro FURUKAWA Kohichi SAKANIWA Shigeo TSUJII 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/12/01
Vol. E87-A  No. 12 ; pp. 3360-3371
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
principal component analysisautocorrelationsubspace methodeigenvalue and singular-value decompositioncomputational complexitychannel ordernoise variance
 Summary | Full Text:PDF(1.3MB)

Robust Speaker Identification System Based on Multilayer Eigen-Codebook Vector Quantization
Ching-Tang HSIEH Eugene LAI Wan-Chen CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/05/01
Vol. E87-D  No. 5 ; pp. 1185-1193
Type of Manuscript:  Special Section PAPER (Special Section on Speech Dynamics by Ear, Eye, Mouth and Machine)
Category: 
Keyword: 
speaker identificationvector quantizationeigenvectorprincipal component analysismultilayer eigen-codebook vector quantization (MLECVQ)
 Summary | Full Text:PDF(813.2KB)

Independent Component Analysis for Color Indexing
Xiang-Yan ZENG Yen-Wei CHEN Zensho NAKAO Jian CHENG Hanqing LU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/04/01
Vol. E87-D  No. 4 ; pp. 997-1003
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
color indexingcolor histogramcontent-based image retrievalprincipal component analysisindependent component analysis
 Summary | Full Text:PDF(588.5KB)

Using Nearest Neighbor Rule to Improve Performance of Multi-Class SVMs for Face Recognition
Sung-Wook PARK Jong-Wook PARK 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2004/04/01
Vol. E87-B  No. 4 ; pp. 1053-1057
Type of Manuscript:  LETTER
Category: Multimedia Systems
Keyword: 
multi-class SVMsprincipal component analysislinear discriminant analysisnearest neighbor rule
 Summary | Full Text:PDF(665.9KB)

Using Similarity Parameters for Supervised Polarimetric SAR Image Classification
Junyi XU Jian YANG Yingning PENG Chao WANG Yuei-An LIOU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2002/12/01
Vol. E85-B  No. 12 ; pp. 2934-2942
Type of Manuscript:  PAPER
Category: Sensing
Keyword: 
radar polarimetrysynthetic aperture radarclassificationprincipal component analysissimilarity parameter
 Summary | Full Text:PDF(3.7MB)

Robust Method for Recovering Sign of Gaussian Curvature from Multiple Shading Images
Shinji FUKUI Yuji IWAHORI Robert J. WOODHAM Kenji FUNAHASHI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/12/01
Vol. E84-D  No. 12 ; pp. 1633-1641
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
Gaussian curvatureshape representation and recoveryphysics-based visionprincipal component analysis
 Summary | Full Text:PDF(3.7MB)

A New Transformed Input-Domain ANFIS for Highly Nonlinear System Modeling and Prediction
Elsaid Mohamed ABDELRAHIM Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/08/01
Vol. E84-A  No. 8 ; pp. 1981-1985
Type of Manuscript:  Special Section LETTER (Special Section on Digital Signal Processing)
Category: Nonlinear Signal Processing
Keyword: 
adaptive neuro-fuzzy inference system (ANFIS)fuzzy partitionprincipal component analysis
 Summary | Full Text:PDF(357.5KB)

Heart Sound Recognition by New Methods Using the Full Cardiac Cycled Sound Data
Sang Min LEE In Young KIM Seung Hong HONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/04/01
Vol. E84-D  No. 4 ; pp. 521-529
Type of Manuscript:  PAPER
Category: Medical Engineering
Keyword: 
heart sound recognitionprincipal component analysisresamplingtime-frequency analysis
 Summary | Full Text:PDF(1.9MB)

Discrimination of Saltiness with Coexisting Components Using Multichannel Taste Sensor with Lipid Membranes
Masaaki HABARA Kiyoshi TOKO 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2000/07/25
Vol. E83-C  No. 7 ; pp. 1040-1045
Type of Manuscript:  Special Section PAPER (Special Issue on Organic Molecular Electronics for the 21st Century)
Category: Sensor
Keyword: 
taste sensorsaltinessionic strengthprincipal component analysislinear regression analysis
 Summary | Full Text:PDF(561.2KB)

Principal Component Analysis for Remotely Sensed Data Classified by Kohonen's Feature Mapping Preprocessor and Multi-Layered Neural Network Classifier
Hiroshi MURAI Sigeru OMATU Shunichiro OE 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 1995/12/25
Vol. E78-B  No. 12 ; pp. 1604-1610
Type of Manuscript:  Special Section PAPER (Special Issue on Satellite Remote Sensing)
Category: 
Keyword: 
remote sensingneural networkKohonen's feature mappingpattern classificationprincipal component analysis
 Summary | Full Text:PDF(745KB)

Off-Line Handwritten Word Recognition with Explicit Character Juncture Modeling
Wongyu CHO Jin H. KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/02/25
Vol. E78-D  No. 2 ; pp. 143-151
Type of Manuscript:  PAPER
Category: Image Processing, Computer Graphics and Pattern Recognition
Keyword: 
handwritten word recognitioncharacter juncture modelinghidden Markov modelsvector quantizationprincipal component analysis
 Summary | Full Text:PDF(910.9KB)

Data Compression of Long Time ECG Recording Using BP and PCA Neural Networks
Yasunori NAGASAKA Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/12/25
Vol. E76-D  No. 12 ; pp. 1434-1442
Type of Manuscript:  Special Section PAPER (Special Section on ECG Data Compression)
Category: 
Keyword: 
electrocardiogramdata compressionneural networkback propagationprincipal component analysis
 Summary | Full Text:PDF(777.3KB)