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Báo cáo hóa học: " Research Article Feature-Based Image Comparison for Semantic Neighbor Selection in Resource-Constrained Visual Sensor Networks" doc

Danh mục: Hóa học - Dầu khí

... images. Three steps are involved for feature- basedimage comparison: feature detection, feature description,and feature matching. Feature detection is to detect feature points such ascorner points, ... signatures builtfrom var i ous image features [18]. A group of local features,such as color-based features, texture features, shape features,and local invariant-based features are broadly adopted inCBIR ... image features to be compact and eﬀective.3. Feature- Based Image ComparisonIn this section, we detail the three steps, that is, feature detection, feature description, and feature matching, in feature- based...

Báo cáo hóa học: " Research Article Adaptive Parameter Identiﬁcation Based on Morlet Wavelet and Application in Gearbox Fault Feature Detection" pptx

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... ProcessingVolume 2010, Article ID 842879, 10 pagesdoi:10.1155/2010/842879Research Article Adaptive Parameter Identification Based on Morlet Wavelet andApplication in Gear box Fault Feature DetectionShibin ... trial on 100 times.4. Application in Gearbox Fault Feature DetectionTo study the effectiveness of the presented methods for thegearbox fault feature detection, our experiment is concernedwith ... identification and feature detection for fault diag-nosis. Both the parameters of the Morlet wavelet associatedwith the maximal correlation value and the cyclic period areeffective in feature detection...

Báo cáo hóa học: "Research Article A Joint Time-Frequency and Matrix Decomposition Feature Extraction Methodology for Pathological Voice Classiﬁcation" doc

Danh mục: Hóa học - Dầu khí

... MO(3)w)fromeachHFbaseShDhSwSHwShDhMO(1)wMO(2)wMO(3)wLF features HF features Feature importanceFigure 6: The relative height of each feature represents the relativeimportance of the feature compared to the other features.vector ... 2, we extract four featuresfrom each LF base and five features from each HF base whileonly two of these two feature sets are the same. In order toderive the discriminative features of normal ... data by extractingsome discriminative and representative features from thesignal. Once the signal features are extracted, if the extractedfeatures are well defined, even simple classification methodswill...

Báo cáo hóa học: "Research Article Integrated Phoneme Subspace Method for Speech Feature Extraction" pot

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... Speech, and Music ProcessingVolume 2009, Article ID 690451, 6 pagesdoi:10.1155/2009/690451Research Article Integrated Phoneme Subspace Method for Speech Feature ExtractionHyunsin Park, Tetsuya ... Ben MilnerSpeech feature extraction has been a key focus in robust speech recognition research. In this work, we discuss data-driven linear feature transformations applied to feature vectors in ... out on feature extraction, model adaptation,and decoding. Our proposed method focuses on the feature extraction domain.The Mel-Frequency Cepstrum Coeﬃcient (MFCC) is awidely used speech feature. ...

Báo cáo hóa học: "Research Article Recognition of Noisy Speech: A Comparative Survey of Robust Model Architecture and Feature Enhancement" pptx

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... ProcessingVolume 2009, Article ID 942617, 17 pagesdoi:10.1155/2009/942617Research Article Recognition of Noisy Speech: A Comparative Survey of RobustModel Architecture and Feature EnhancementBj¨orn ... feature vectorxt=xt−μσ, (11)where the division by the vector σ, which contains thestandard deviations of the feature vector components, iscarried out elementwise. After MVN, all features ... todetect feature frames for the estimation of the noise LDM.5. Model Architecture5.1. Speech Modelling in the Feature Domain. To alloweﬃcient speech modelling, it is common to model featuresextracted...

báo cáo hóa học:" Research Article Evolutionary Discriminant Feature Extraction with Application to Face Recognition" doc

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... recognition. Feature extraction and selection are slightly diﬀerent. Feature selection seeks for a subset of the original features.It does not transform the features but prunes some of them. Feature ... Journal on Advances in Signal ProcessingVolume 2009, Article ID 465193, 12 pagesdoi:10.1155/2009/465193Research Article Evolutionary Discriminant Feature Extraction withApplication to Face RecognitionQijun ... 900Dimension (number of features)Recognition rate(a)0Dimension (number of features)Recognition rate00.10.20.30.40.50.60.70.80.9120 40 60 80 100 120(b)Dimension (number of features)Recognition...

Báo cáo hóa học: "Research Article Hierarchical Fuzzy Feature Similarity Combination for Presentation Slide Retrieval" pptx

Danh mục: Hóa học - Dầu khí

... text-basedcontent and structural features, and note that additional feature levels can readily be added to include multimediametadata and content features.3.2. Word level featuresThe features residing on ... al. 5The italic and underline features, I(t)andU(t), aredeﬁned similarly.3.3. Line level featuresThe second level in the feature hierarchy is comprised ofthose features that describe a group ... level andfont size as line features here. Note that font size canalso be considered as a word-level feature. The decision toinclude this feature as a line-level feature was a result of theobservation...

Báo cáo hóa học: " Research Article A Minimax Mutual Information Scheme for Supervised Feature Extraction and Its Application to EEG-Based Brain-Computer Interfacing" pot

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... Erfanian 5EEG Ch-1EEG Ch-2EEG Ch-nOriginal feature creationOriginal feature creationOriginal feature creation Feature extraction Feature extraction Feature extractionClassificationClassificationClassificationΣ+−............Figure ... samples is small relative to the numberof features [1].Theseproblemscanbeavoidedbyselectingrelevant features (i.e., feature selection) or extracting newfeatures containing maximal information ... extracted features, 87.85% using PCA with 8 features,86.42% using ICA with 21 features, 75.71% using MRMIwith 17 extracted features, and 87.14% using full feature set. It is observed that minimax-FX...

Báo cáo hóa học: " Research Article Automatic Target Recognition in Synthetic Aperture Sonar Images Based on Geometrical Feature Extraction" pot

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... thetarget’s front shape and will later be used by the geometricalfeatures extraction algorithm.4. Feature ExtractionGeometric features are commonly used for classiﬁcation incontrolled environments ... in acoustic pressure. ForHindawi Publishing CorporationEURASIP Journal on Advances in Signal ProcessingVolume 2009, Article ID 109438, 9 pagesdoi:10.1155/2009/109438Research Article Automatic ... features, which can be grouped inthree main categories:(i) texture-based features, which depend on patterns andlocal variations of the image intensity [5],(ii) spectral (or radiometric) features,...