Keyword : principal component analysis


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 (387.5KB)

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 (320.4KB)

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 (566.4KB)

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 (781KB)

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 (436.9KB)

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)

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)

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 (869.5KB)

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 (245.2KB)

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 (1009.6KB)

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 (664.7KB)

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 (265.9KB)

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 (582KB)

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)

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 (425KB)

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 (812.8KB)

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 (588KB)

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 (665.6KB)

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 (359.3KB)

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: 2000/07/20
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 (564.3KB)

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: 1995/12/20
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 (745.1KB)

Off-Line Handwritten Word Recognition with Explicit Character Juncture Modeling
Wongyu CHO  Jin H. KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/02/20
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 (912.5KB)

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: 1993/12/20
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 (778.9KB)