Keyword : feature extraction


Filter Level Pruning Based on Similar Feature Extraction for Convolutional Neural Networks
Lianqiang LI Yuhui XU Jie ZHU 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1203-1206
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
CNNsfilterpruningfeature extractionk-means++structured
 Summary | Full Text:PDF(177.1KB)

The Estimation of Satellite Attitude Using the Radar Cross Section Sequence and Particle Swarm Optimization
Jidong QIN Jiandong ZHU Huafeng PENG Tao SUN Dexiu HU 
Publication:   
Publication Date: 2018/03/01
Vol. E101-A  No. 3 ; pp. 595-599
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
radar cross section (RCS)attitude estimationfeature extractionparticle swarm optimization (PSO)
 Summary | Full Text:PDF(524.4KB)

Statistical Property Guided Feature Extraction for Volume Data
Li WANG Xiaoan TANG Junda ZHANG Dongdong GUAN 
Publication:   
Publication Date: 2018/01/01
Vol. E101-D  No. 1 ; pp. 261-264
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
feature extractionprobability density function (PDF)statistical propertysimple liner iterative clustering (SLIC)Gaussian Mixture Model (GMM)
 Summary | Full Text:PDF(328.2KB)

Maximum Volume Constrained Graph Nonnegative Matrix Factorization for Facial Expression Recognition
Viet-Hang DUONG Manh-Quan BUI Jian-Jiun DING Bach-Tung PHAM Pham The BAO Jia-Ching WANG 
Publication:   
Publication Date: 2017/12/01
Vol. E100-A  No. 12 ; pp. 3081-3085
Type of Manuscript:  LETTER
Category: Image
Keyword: 
facial expression recognitionnonnegative matrix factorizationfeature extractiongraph regularizedprojected gradient descent
 Summary | Full Text:PDF(732.9KB)

Image Quality Assessment Based on Multi-Order Local Features Description, Modeling and Quantification
Yong DING Xinyu ZHAO Zhi ZHANG Hang DAI 
Publication:   
Publication Date: 2017/06/01
Vol. E100-D  No. 6 ; pp. 1303-1315
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
image quality assessmentimage quality degradationlocal pattern representationfeature extractionvisual perception
 Summary | Full Text:PDF(1.6MB)

Construction of Latent Descriptor Space and Inference Model of Hand-Object Interactions
Tadashi MATSUO Nobutaka SHIMADA 
Publication:   
Publication Date: 2017/06/01
Vol. E100-D  No. 6 ; pp. 1350-1359
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
feature extractionunsupervised machine learningobject classification
 Summary | Full Text:PDF(1.8MB)

Blind Image Deconvolution Using Specified 2-D HPF for Feature Extraction and Conjugate Gradient Method in Frequency Domain
Takanori FUJISAWA Masaaki IKEHARA 
Publication:   
Publication Date: 2017/03/01
Vol. E100-A  No. 3 ; pp. 846-853
Type of Manuscript:  PAPER
Category: Image
Keyword: 
deblurringfeature extractionoptimization
 Summary | Full Text:PDF(6.2MB)

Shilling Attack Detection in Recommender Systems via Selecting Patterns Analysis
Wentao LI Min GAO Hua LI Jun ZENG Qingyu XIONG Sachio HIROKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2600-2611
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
feature extractionpopularityselecting patternsrecommender systemsshilling attacks
 Summary | Full Text:PDF(1.8MB)

Precise Vehicle Speed Measurement Based on a Hierarchical Homographic Transform Estimation for Law Enforcement Applications
Hamed ESLAMI Abolghasem A. RAIE Karim FAEZ 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1635-1644
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
feature extractionRANSAC estimatorlicense platespeed measurementlaw enforcement
 Summary | Full Text:PDF(3.4MB)

Robust Object Tracking with Compressive Sensing and Patches Matching
Jiatian PI Keli HU Xiaolin ZHANG Yuzhang GU Yunlong ZHAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1720-1723
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
object trackingcompressive sensingpatches matchingfeature extraction
 Summary | Full Text:PDF(1.5MB)

WHOSA: Network Flow Classification Based on Windowed Higher-Order Statistical Analysis
Mingda WANG Gaolei FEI Guangmin HU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2016/05/01
Vol. E99-B  No. 5 ; pp. 1024-1031
Type of Manuscript:  Special Section PAPER (Special Section on Internet Architectures and Management Methods that Enable Flexible and Secure Deployment of Network Services)
Category: 
Keyword: 
higher-order statisticssliding windowdecision treefeature extractionflow classification
 Summary | Full Text:PDF(964.9KB)

Application of Feature Engineering for Phishing Detection
Wei ZHANG Huan REN Qingshan JIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/04/01
Vol. E99-D  No. 4 ; pp. 1062-1070
Type of Manuscript:  Special Section PAPER (Special Section on Cyberworlds)
Category: 
Keyword: 
phishing detectionfeature engineeringfeature selectionfeature extractiontwo-stage projection pursuit
 Summary | Full Text:PDF(783.2KB) | Errata[Uploaded on May 1,2016]

Predicting User Attitude by Using GPS Location Clustering
Rajashree S. SOKASANE Kyungbaek KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/08/01
Vol. E98-D  No. 8 ; pp. 1600-1603
Type of Manuscript:  LETTER
Category: Office Information Systems, e-Business Modeling
Keyword: 
user personalitylocation clusteringfeature extractionattitudeSVM
 Summary | Full Text:PDF(196.6KB)

Iris Recognition Based on Local Gabor Orientation Feature Extraction
Jie SUN Lijian ZHOU Zhe-Ming LU Tingyuan NIE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/08/01
Vol. E98-D  No. 8 ; pp. 1604-1608
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
iris recognitiontexture orientationGabor filterslinear discriminant analysisfeature extraction
 Summary | Full Text:PDF(921.1KB)

Human Detection Method Based on Non-Redundant Gradient Semantic Local Binary Patterns
Jiu XU Ning JIANG Wenxin YU Heming SUN Satoshi GOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/08/01
Vol. E98-A  No. 8 ; pp. 1735-1742
Type of Manuscript:  Special Section PAPER (Special Section on Image Media Quality)
Category: 
Keyword: 
human detectionfeature extractionNon-Redundant Gradient Semantic Local Binary Patternssupport vector machine
 Summary | Full Text:PDF(4MB)

Locally Important Pattern Clustering Code for Pedestrian Classification
Young Chul LIM Minsung KANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/08/01
Vol. E98-A  No. 8 ; pp. 1875-1878
Type of Manuscript:  LETTER
Category: Vision
Keyword: 
feature extractionpedestrian classificationlocal ternary patternlocal binary patternclustering code
 Summary | Full Text:PDF(544KB)

Activity Recognition Based on an Accelerometer in a Smartphone Using an FFT-Based New Feature and Fusion Methods
Yang XUE Yaoquan HU Lianwen JIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/08/01
Vol. E97-D  No. 8 ; pp. 2182-2186
Type of Manuscript:  LETTER
Category: Human-computer Interaction
Keyword: 
acceleration dataactivity recognitionfeature extractionfusion methodtri-axial accelerometer
 Summary | Full Text:PDF(385.8KB)

Semi-Automatically Extracting Features from Source Code of Android Applications
Tetsuya KANDA Yuki MANABE Takashi ISHIO Makoto MATSUSHITA Katsuro INOUE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/12/01
Vol. E96-D  No. 12 ; pp. 2857-2859
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
Androidfeature extractionsoftware categorizationAPI
 Summary | Full Text:PDF(131.1KB)

Bidirectional Local Template Patterns: An Effective and Discriminative Feature for Pedestrian Detection
Jiu XU Ning JIANG Satoshi GOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/06/01
Vol. E96-A  No. 6 ; pp. 1204-1213
Type of Manuscript:  Special Section PAPER (Special Section on Circuit, System, and Computer Technologies)
Category: 
Keyword: 
pedestrian detectionfeature extractionbidirectional local template patternssupport vector machine
 Summary | Full Text:PDF(4.3MB)

Query-by-Sketch Image Retrieval Using Edge Relation Histogram
Yoshiki KUMAGAI Gosuke OHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/02/01
Vol. E96-D  No. 2 ; pp. 340-348
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
image retrievalfeature extractionedge imagesketch image
 Summary | Full Text:PDF(2.2MB)

Self-Clustering Symmetry Detection
Bei HE Guijin WANG Chenbo SHI Xuanwu YIN Bo LIU Xinggang LIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/09/01
Vol. E95-D  No. 9 ; pp. 2359-2362
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
symmetry detectionfeature extractionfeature pair selectioniterative self-clustering
 Summary | Full Text:PDF(1.6MB)

Pedestrian Detection Using Gradient Local Binary Patterns
Ning JIANG Jiu XU Satoshi GOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2012/08/01
Vol. E95-A  No. 8 ; pp. 1280-1287
Type of Manuscript:  Special Section PAPER (Special Section on Image Media Quality)
Category: Coding & Processing
Keyword: 
pedestrian detectionfeature extractionlocal binary patternsupport vector machinegradient local binary pattern
 Summary | Full Text:PDF(3.2MB)

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)

Self-Quotient ε-Filter for Feature Extraction from Noise Corrupted Image
Mitsuharu MATSUMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/11/01
Vol. E93-D  No. 11 ; pp. 3066-3075
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
feature extractionnonlinear filterself-quotient ε-filterGaussian noiseimpulse noise
 Summary | Full Text:PDF(4MB)

A New Subband-Weighted MVDR-Based Front-End for Robust Speech Recognition
Sanaz SEYEDIN Seyed Mohammad AHADI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/08/01
Vol. E93-D  No. 8 ; pp. 2252-2261
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
feature extractionrobust MVDR power spectral estimationspeech recognition
 Summary | Full Text:PDF(584.8KB)

Orientation Field Estimation for Embedded Fingerprint Authentication System
Wei TANG Dongju LI Tsuyoshi ISSHIKI Hiroaki KUNIEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7 ; pp. 1918-1926
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
orientation fieldfingerprint authenticationfeature extractionbinary patternimage processing
 Summary | Full Text:PDF(663.4KB)

A Survey on Image Hashing for Image Authentication
Yang OU Kyung Hyune RHEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/05/01
Vol. E93-D  No. 5 ; pp. 1020-1030
Type of Manuscript:  INVITED PAPER (Special Section on Information and Communication System Security)
Category: 
Keyword: 
image hashingimage authenticationfeature extractionperceptibility
 Summary | Full Text:PDF(816.7KB)

Acoustic Feature Transformation Based on Discriminant Analysis Preserving Local Structure for Speech Recognition
Makoto SAKAI Norihide KITAOKA Kazuya TAKEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/05/01
Vol. E93-D  No. 5 ; pp. 1244-1252
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
speech recognitionfeature extractionmultidimensional signal processing
 Summary | Full Text:PDF(214.2KB)

Evaluation of Combinational Use of Discriminant Analysis-Based Acoustic Feature Transformation and Discriminative Training
Makoto SAKAI Norihide KITAOKA Yuya HATTORI Seiichi NAKAGAWA Kazuya TAKEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/02/01
Vol. E93-D  No. 2 ; pp. 395-398
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech recognitionfeature extractiondiscriminative training
 Summary | Full Text:PDF(78.2KB)

Robust Character Recognition Using Adaptive Feature Extraction Method
Minoru MORI Minako SAWAKI Junji YAMATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/01/01
Vol. E93-D  No. 1 ; pp. 125-133
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
OCRfeature extractioncategory-dependentcompensation
 Summary | Full Text:PDF(709.9KB)

Adaptive Non-linear Intensity Mapping Based Salient Region Extraction
Congyan LANG De XU Shuoyan LIU Ning LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/04/01
Vol. E92-D  No. 4 ; pp. 753-756
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
visual attentioncontextual texturefeature extractionsalient regionsalient map
 Summary | Full Text:PDF(293.3KB)

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations
Andrzej CICHOCKI Anh-Huy PHAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/03/01
Vol. E92-A  No. 3 ; pp. 708-721
Type of Manuscript:  INVITED PAPER (Special Section on Latest Advances in Fundamental Theories of Signal Processing)
Category: 
Keyword: 
nonnegative matrix factorization (NMF)nonnegative tensor factorizations (NTF)nonnegative PARAFACmodel reductionfeature extractioncompressiondenoisingmultiplicative local learning (adaptive) algorithmsalpha and beta divergences
 Summary | Full Text:PDF(2MB)

Visual Aerial Navigation through Adaptive Prediction and Hyper-Space Image Matching
Muhammad Anwaar MANZAR Tanweer Ahmad CHEEMA Abdul JALIL Ijaz Mansoor QURESHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/02/01
Vol. E92-D  No. 2 ; pp. 283-297
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
feature matchinggray-level slicinghyper-vectorizationfeature extractionadaptive prediction
 Summary | Full Text:PDF(2.8MB)

Self-Organizing Map with False-Neighbor Degree between Neurons for Effective Self-Organization
Haruna MATSUSHITA Yoshifumi NISHIO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/06/01
Vol. E91-A  No. 6 ; pp. 1463-1469
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
self-organizing mapsclusteringfeature extractionvisualization
 Summary | Full Text:PDF(790.7KB)

Modeling Bottom-Up Visual Attention for Color Images
Congyan LANG De XU Ning LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/03/01
Vol. E91-D  No. 3 ; pp. 869-872
Type of Manuscript:  LETTER
Category: Image Processing and Video Processing
Keyword: 
visual attentioncolor spacefeature extractionsalient pointssalient map
 Summary | Full Text:PDF(307.4KB)

Canonicalization of Feature Parameters for Robust Speech Recognition Based on Distinctive Phonetic Feature (DPF) Vectors
Mohammad NURUL HUDA Muhammad GHULAM Takashi FUKUDA Kouichi KATSURADA Tsuneo NITTA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/03/01
Vol. E91-D  No. 3 ; pp. 488-498
Type of Manuscript:  Special Section PAPER (Special Section on Robust Speech Processing in Realistic Environments)
Category: Feature Extraction
Keyword: 
automatic speech recognitionfeature extractioncanonicalizationdistinctive phonetic featurehidden factor
 Summary | Full Text:PDF(1.8MB)

Linear Discriminant Analysis Using a Generalized Mean of Class Covariances and Its Application to Speech Recognition
Makoto SAKAI Norihide KITAOKA Seiichi NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/03/01
Vol. E91-D  No. 3 ; pp. 478-487
Type of Manuscript:  Special Section PAPER (Special Section on Robust Speech Processing in Realistic Environments)
Category: Feature Extraction
Keyword: 
speech recognitionfeature extractionmultidimensional signal processing
 Summary | Full Text:PDF(421.5KB)

Extraction of Finger-Vein Patterns Using Maximum Curvature Points in Image Profiles
Naoto MIURA Akio NAGASAKA Takafumi MIYATAKE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/08/01
Vol. E90-D  No. 8 ; pp. 1185-1194
Type of Manuscript:  Special Section PAPER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
finger-veinpersonal identificationfeature extractionimage profile
 Summary | Full Text:PDF(1.3MB)

Particle Swarms for Feature Extraction of Hyperspectral Data
Sildomar Takahashi MONTEIRO Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/07/01
Vol. E90-D  No. 7 ; pp. 1038-1046
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
feature extractionparticle swarm optimizationhyperspectral dataneural networksprincipal components analysis
 Summary | Full Text:PDF(1.3MB)

Edge Field Analysis
Mitsuharu MATSUMOTO Shuji HASHIMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/01/01
Vol. E90-D  No. 1 ; pp. 145-155
Type of Manuscript:  Special Section PAPER (Special Section on Advanced Image Technology)
Category: 
Keyword: 
edge field analysisvector analysispattern recognitionfeature extractionrotationdivergence
 Summary | Full Text:PDF(1.1MB)

Image Processing Based on Percolation Model
Tomoyuki YAMAGUCHI Shuji HASHIMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7 ; pp. 2044-2052
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision Applications)
Category: Feature Extraction
Keyword: 
percolationscalable windowcluster formationfeature extraction
 Summary | Full Text:PDF(1.4MB)

A New Iris Recognition Method Using Independent Component Analysis
Seung-In NOH Kwanghyuk BAE Kang Ryoung PARK Jaihie KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/11/01
Vol. E88-D  No. 11 ; pp. 2573-2581
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
iris recognitionbiometricsindependent component analysisfeature extraction
 Summary | Full Text:PDF(491.9KB)

Handwritten Numeral String Recognition: Effects of Character Normalization and Feature Extraction
Cheng-Lin LIU Hiroshi SAKO Hiromichi FUJISAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/08/01
Vol. E88-D  No. 8 ; pp. 1791-1798
Type of Manuscript:  Special Section PAPER (Special Section on Document Image Understanding and Digital Documents)
Category: String Recognition
Keyword: 
numeral string recognitionintegrated segmentation and recognitionnormalizationaspect ratio functionfeature extractionslant correction
 Summary | Full Text:PDF(715.2KB)

Personal Identification Using Footstep Detection in In-Door Environment
Yasuhiro SHOJI Akitoshi ITAI Hiroshi YASUKAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/08/01
Vol. E88-A  No. 8 ; pp. 2072-2077
Type of Manuscript:  Special Section PAPER (Special Section on Papers Selected from the 19th Symposium on Signal Processing)
Category: Digital Signal Processing
Keyword: 
footstepfeature extractionnoise removalclusteringrecognition rate
 Summary | Full Text:PDF(597.6KB)

Decomposition of Surface Data into Fractal Signals Based on Mean Likelihood and Importance Sampling and Its Applications to Feature Extraction
Shozo TOKINAGA Noboru TAKAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/07/01
Vol. E88-A  No. 7 ; pp. 1946-1956
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
fractal decompositionMonte Carlo simulationmean likelihoodimportance samplingfeature extraction
 Summary | Full Text:PDF(480.2KB)

Feature Extraction with Combination of HMT-Based Denoising and Weighted Filter Bank Analysis for Robust Speech Recognition
Sungyun JUNG Jongmok SON Keunsung BAE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/03/01
Vol. E88-D  No. 3 ; pp. 435-438
Type of Manuscript:  Special Section LETTER (Special Section on Corpus-Based Speech Technologies)
Category: 
Keyword: 
Hidden Markov Tree modelrobust speech recognitionresidual noisefeature extraction
 Summary | Full Text:PDF(287.5KB)

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)

Orthogonalized Distinctive Phonetic Feature Extraction for Noise-Robust Automatic Speech Recognition
Takashi FUKUDA Tsuneo NITTA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/05/01
Vol. E87-D  No. 5 ; pp. 1110-1118
Type of Manuscript:  Special Section PAPER (Special Section on Speech Dynamics by Ear, Eye, Mouth and Machine)
Category: 
Keyword: 
automatic speech recognition (ASR)feature extractiondistinctive phonetic feature (DPF)orthogonalizationlocal feature (LF)
 Summary | Full Text:PDF(883.8KB)

Image Feature Extraction Algorithm for Support Vector Machines Using Multi-Layer Block Model
Wonjun HWANG Hanseok KO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/03/01
Vol. E86-D  No. 3 ; pp. 623-632
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
feature extractiondimension reductioncomputational loadobject recognitionvehicle recognition
 Summary | Full Text:PDF(841.1KB)

The Use of Steerable Filters for Feature Extraction
Emir TUFAN AKMAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/01/01
Vol. E85-A  No. 1 ; pp. 262-264
Type of Manuscript:  LETTER
Category: Systems and Control
Keyword: 
steerable filtersorientation mapfeature extraction
 Summary | Full Text:PDF(189.1KB)

Texture Boundary Detection Using 2-D Gabor Elementary Functions
Bertin Rodolphe OKOMBI-DIBA Juichi MIYAMICHI Kenji SHOJI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/06/01
Vol. E84-D  No. 6 ; pp. 727-740
Type of Manuscript:  PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
Gabor filtersfeature extractionedge detectionchannel groupingtexture segmentation
 Summary | Full Text:PDF(9.4MB)

Extraction of Personal Features from On-Line Handwriting Information in Context-Independent Characters
Yasushi YAMAZAKI Naohisa KOMATSU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/10/25
Vol. E83-A  No. 10 ; pp. 1955-1962
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Identity Verification
Keyword: 
feature extractionwriter verificationhandwritingidentity verification
 Summary | Full Text:PDF(663.4KB)

Facet Matching from an Uncalibrated Pair of Images
Lukas THEILER Houda CHABBI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/07/25
Vol. E83-D  No. 7 ; pp. 1395-1399
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
collineationchain matchingplanarityfeature extractionKalman filter
 Summary | Full Text:PDF(1.5MB)

Hybrid Defect Detection Method Based on the Shape Measurement and Feature Extraction for Complex Patterns
Hilario Haruomi KOBAYASHI Yasuhiko HARA Hideaki DOI Kazuo TAKAI Akiyoshi SUMIYA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/07/25
Vol. E83-D  No. 7 ; pp. 1338-1345
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
printed circuit boardimage processingshape measurementfeature extractionautomatic inspection
 Summary | Full Text:PDF(1.7MB)

Neural Network Model Switching for Efficient Feature Extraction
Keisuke KAMEYAMA Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/10/25
Vol. E82-D  No. 10 ; pp. 1372-1383
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
neural networkmultilayer perceptronfeature extractionbackpropagationpruningmodel switching
 Summary | Full Text:PDF(1.2MB)

Feature Extraction for Neural Network Wave Propagation Loss Models from Field Measurements and Digital Elevation Map
Seomin YANG Hyukjoon LEE 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1999/07/25
Vol. E82-C  No. 7 ; pp. 1260-1266
Type of Manuscript:  Special Section PAPER (Special Issue on Microwave and Millimeter Wave Technology)
Category: Propagation and Scattering
Keyword: 
neural networkpropagation-loss modelfeature extraction
 Summary | Full Text:PDF(1.1MB)

A New Sulcus Extraction Algorithm Using MAGNET Principle
Shoji HIRANO Naotake KAMIURA Yutaka HATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/11/25
Vol. E81-D  No. 11 ; pp. 1253-1260
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
medical imagingMRIfeature extractioncortical sulcusmagnet model
 Summary | Full Text:PDF(1MB)

A Proposal for a Text-Indicated Writer Verification Method
Yasushi YAMAZAKI Naohisa KOMATSU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/11/25
Vol. E80-A  No. 11 ; pp. 2201-2208
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Security
Keyword: 
identity verificationwriter verificationcharacter recognitionfeature extractionhandwriting
 Summary | Full Text:PDF(587.8KB)

Feature Extraction of Postage Stamps Using an Iterative Approach of CNN
Jun KISHIDA Csaba REKECZKY Yoshifumi NISHIO Akio USHIDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/10/25
Vol. E79-A  No. 10 ; pp. 1741-1746
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
cellular neural networksanalogic algorithmimage processingfeature extractiongradient controlled diffusion
 Summary | Full Text:PDF(415KB)

Handwritten Postal Code Recognition by Neural Network --A Comparative Study --
Ahmad Fadzil ARIF Hidekazu TAKAHASHI Akira IWATA Toshio TSUTSUMIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 443-449
Type of Manuscript:  Special Section PAPER (Special Issue on Character Recognition and Document Understanding)
Category: Comparative Study
Keyword: 
handwritten numeral recognitionfeature extractionneural network
 Summary | Full Text:PDF(537.3KB)

Results of IPTP Character Recognition Competitions and Studies on Multi-expert System for Handprinted Numeral Recognition
Toshio TSUTSUMIDA Toshihiro MATSUI Tadashi NOUMI Toru WAKAHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 429-435
Type of Manuscript:  Special Section PAPER (Special Issue on Character Recognition and Document Understanding)
Category: Comparative Study
Keyword: 
pattern recognitionhandprinted numeral recognitionmulti-expert systemfeature extractiondiscrimination
 Summary | Full Text:PDF(640.3KB)

Evaluation and Synthesis of Feature Vectors for Handwritten Numeral Recognition
Fumitaka KIMURA Shuji NISHIKAWA Tetsushi WAKABAYASHI Yasuji MIYAKE Toshio TSUTSUMIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 436-442
Type of Manuscript:  Special Section PAPER (Special Issue on Character Recognition and Document Understanding)
Category: Comparative Study
Keyword: 
handwritten numeral recognitionfeature extractionfeature selectionZIP code recognition
 Summary | Full Text:PDF(627.1KB)

Advances in Recognition Methods for Handwritten Kanji Characters
Michio UMEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 401-410
Type of Manuscript:  INVITED PAPER (Special Issue on Character Recognition and Document Understanding)
Category: 
Keyword: 
optical character recognitionKanji character recognitionpattern matchingfeature extractionmatching algorithmcharacter understanding
 Summary | Full Text:PDF(971.9KB)

Recognition of Machine Printed Arabic Characters and Numerals Based on MCR
AbdelMalek B.C. ZIDOURI Supoj CHINVEERAPHAN Makoto SATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/12/25
Vol. E78-D  No. 12 ; pp. 1649-1655
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
recognition of printed Arabiccursive writingfree segmentationfeature extractionstrokesMinimum Covering Run
 Summary | Full Text:PDF(600.8KB)

On the Extraction of Various Regions in Vector Maps
Guofang JIAO Eihachiro NAKAMAE Katsumi TADAMURA Hiroyuki INUYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/12/25
Vol. E78-D  No. 12 ; pp. 1539-1545
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
feature extractionvector mapunderstanding of maps
 Summary | Full Text:PDF(554.5KB)

Extraction of Corner-Edge-Surface Structure from Range Images Using Mathematical Morphology
Chu-Song CHEN Yi-Ping HUNG Ja-Ling WU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/12/25
Vol. E78-D  No. 12 ; pp. 1636-1641
Type of Manuscript:  Special Section PAPER (Special Issue on Machine Vision Applications)
Category: 
Keyword: 
machine vision algorithmsfeature extractionrangedata/3D shapes
 Summary | Full Text:PDF(556.4KB)

An Efficient Encoding of DCT Blocks with Block-Adaptive Scanning
Jong Hwa LEE Su Won KANG Kyeong Ho YANG Choong Woong LEE 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 1994/12/25
Vol. E77-B  No. 12 ; pp. 1489-1494
Type of Manuscript:  Special Section PAPER (Special Issue on Digital Broadcasting Technology)
Category: 
Keyword: 
block-adaptive scanningscanning patternfeature extractionscanning pattern decision
 Summary | Full Text:PDF(624KB)

On-Line Japanese Character Recognition Based on Flexible Pattern Matching Method Using Normalization-Cooperative Feature Extraction
Masahiko HAMANAKA Keiji YAMADA Jun TSUKUMO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/07/25
Vol. E77-D  No. 7 ; pp. 825-831
Type of Manuscript:  Special Section PAPER (Special Issue on Document Analysis and Recognition)
Category: 
Keyword: 
pattern recognitionon-line character recognitionOCRfeature extractionpattern matchingnormalization
 Summary | Full Text:PDF(688.5KB)

Image Processing Method for Intruder Detection around Power Line Towers
Masahisa KANETA Kimiharu KANEMARU Hitoshi KANOH Toshio NAGAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/10/25
Vol. E76-D  No. 10 ; pp. 1153-1161
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision Applications)
Category: 
Keyword: 
image processingintruder detectionpower linehistogramfeature extraction
 Summary | Full Text:PDF(959.5KB)

Breast Tumor Classification by Neural Networks Fed with Sequential-Dependence Factors to the Input Layer
Du-Yih TSAI Hiroshi FUJITA Katsuhei HORITA Tokiko ENDO Choichiro KIDO Sadayuki SAKUMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/08/25
Vol. E76-D  No. 8 ; pp. 956-962
Type of Manuscript:  PAPER
Category: Medical Electronics and Medical Information
Keyword: 
image processingfeature extractionneural networksequential dependencemammography
 Summary | Full Text:PDF(671.2KB)

The Recognition System with Two Channels at Different Resolution for Detecting Spike in Human's EEG
Zheng-Wei TANG Naohiro ISHII 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/03/25
Vol. E76-D  No. 3 ; pp. 377-387
Type of Manuscript:  PAPER
Category: Medical Electronics and Medical Information
Keyword: 
coarse-to-fine recognitionfeature extractionmultiresolutionwavelet and haar transform
 Summary | Full Text:PDF(788.8KB)

Orthogonal Discriminant Analysis for Interactive Pattern Analysis
Yoshihiko HAMAMOTO Taiho KANAOKA Shingo TOMITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/07/25
Vol. E75-D  No. 4 ; pp. 602-605
Type of Manuscript:  LETTER
Category: Image Processing, Computer Graphics and Pattern Recognition
Keyword: 
pattern recognitioninteractive pattern analysisdimensionality reductionfeature extractiondiscriminant analysisKarhunen-Loeve expansion
 Summary | Full Text:PDF(279.2KB)

Principal Component Analysis by Homogeneous Neural Networks, Part : Analysis and Extensions of the Learning Algorithms
Erkki OJA Hidemitsu OGAWA Jaroonsakdi WANGVIWATTANA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/05/25
Vol. E75-D  No. 3 ; pp. 376-382
Type of Manuscript:  PAPER
Category: Bio-Cybernetics
Keyword: 
feature extractiondata compressionneural networkslearning algorithms
 Summary | Full Text:PDF(550.4KB)

Principal Component Analysis by Homogeneous Neural Networks, Part : The Weighted Subspace Criterion
Erkki OJA Hidemitsu OGAWA Jaroonsakdi WANGVIWATTANA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/05/25
Vol. E75-D  No. 3 ; pp. 366-375
Type of Manuscript:  PAPER
Category: Bio-Cybernetics
Keyword: 
feature extractiondata compressionneural networkslearning algorithms
 Summary | Full Text:PDF(765.3KB)

3D Facial Model Creation Using Generic Model and Front and Side Views of Face
Takaaki AKIMOTO Yasuhito SUENAGA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/03/25
Vol. E75-D  No. 2 ; pp. 191-197
Type of Manuscript:  PAPER
Category: Image Processing, Computer Graphics and Pattern Recognition
Keyword: 
image processingfacial imagesfeature extractioncomputer graphicsfacial animation
 Summary | Full Text:PDF(1MB)