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Singular Value Decomposition (SVD)

Singular Value Decomposition & Few Application

Singular Value Decomposition & Few Application

... Abstract—Singular Value Decomposition (SVD) is a tool for teaching linear algebra geomatrically. In Linear algebra SVD is very usefulin many cases in problem solving. Some of the applications of SVD ...

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MONITORING SOFTWARE MAINTENANCE PROJECT RISKS USING SINGULAR VALUE DECOMPOSITION.

MONITORING SOFTWARE MAINTENANCE PROJECT RISKS USING SINGULAR VALUE DECOMPOSITION.

... It has the ability to adapt to the variations in local statistical form. The SVs (Singular Values) have stability, i.e. the strength of the variance (spread) on a specific axis does not vary rapidly, and sorted in ...

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Video Compression based on Singular Value Decomposition and Distributed Video Coding

Video Compression based on Singular Value Decomposition and Distributed Video Coding

... In this paper we have proposed a new scheme for video coding based upon Singular Value Decomposition (SVD) plus Distributed Video Coding (DVC). Compared with existing hybrid video codec’s, our codec ...

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A Study On Dimension Reduction By Using Singular Value Decomposition

A Study On Dimension Reduction By Using Singular Value Decomposition

... Abstract : Singular value decomposition(SVD) plays a vital role in matrix transformation. It is the basis on which number of vector- based methods like Principal Component Analysis (PCA), Independent ...

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On the use of Multi-scale Singular Value Decomposition for OFDM Channel Estimation

On the use of Multi-scale Singular Value Decomposition for OFDM Channel Estimation

... multi-scale singular value decomposition (MS-SVD), by combining the attractive properties of wavelet transform (WT) and singular value decomposition (SVD) has been utilized for ...

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Improve De-Noising Based on Singular Value Decomposition

Improve De-Noising Based on Singular Value Decomposition

... (Lin Hu, et. al.) suggested a method of noise reduction based on singular value decomposition (SVD) applied to digital receiver front-end. To determine the optimal de-noising order, a new method is ...

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Biplot and Singular Value Decomposition Macros for Excel©

Biplot and Singular Value Decomposition Macros for Excel©

... the singular value decomposition, the resulting values are used to obtain the biplot scores for ...the singular vectors, plot options and location of the results of the ...the singular ...

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Content Based Image Retrieval Using  Singular Value Decomposition

Content Based Image Retrieval Using Singular Value Decomposition

... Singular values represent algebraic properties of an image to some extent; SV features possess algebraic and geometric invariance. Singular Value Decomposition (SVD) is said to be significant ...

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Performance Comparison of Image Fusion Using Singular Value Decomposition

Performance Comparison of Image Fusion Using Singular Value Decomposition

... fusion, Singular value decomposition, Wavelet packet based fusions, It is observed that image fusion by SVD perform almost similar to that of wavelets and wavelet packets but It is very simple and it ...

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SINGULAR VALUE DECOMPOSITION BASED WATERMARKING SCHEME USING DWT

SINGULAR VALUE DECOMPOSITION BASED WATERMARKING SCHEME USING DWT

... Singular value decomposition (SVD) is in practicequite recently in numerous applications. The SVD is being used for numerous applications along with supplementarymethods. In this paper a vigorous ...

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Approximate factorization of multivariate polynomials using singular value decomposition

Approximate factorization of multivariate polynomials using singular value decomposition

... structured singular matrix problem in the approximate ...as singular value decomposition (SVD), which has been already applied in the area of hybrid symbolic/numeric algorithms in (Corless et ...

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Jaccard with Singular Value Decomposition Hybrid Recommendation Algorithm

Jaccard with Singular Value Decomposition Hybrid Recommendation Algorithm

... Abstract. In this paper, a comprehensive recommendation algorithm is studied, and a combination of Jaccard and singular value decomposition algorithm is proposed to improve the recommendation ...

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Adaptive Lossy Image Compression Based on Singular Value Decomposition

Adaptive Lossy Image Compression Based on Singular Value Decomposition

... the singular value decomposition (SVD) technique [5] ...the singular value decomposition-based compression method are ...

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Foreground Segmentation and Change Detection Using Singular Value Decomposition

Foreground Segmentation and Change Detection Using Singular Value Decomposition

... using singular value decomposition (SVD) which is a generalization of the Eigen decomposition which can be used to analyze rectangular ...and singular values of all these images were ...

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Singular Value Decomposition based Steganography Technique for JPEG2000 Compressed Images

Singular Value Decomposition based Steganography Technique for JPEG2000 Compressed Images

... using singular value decomposition (SVD) in wavelet transform domain is ...and singular value decomposition is applied on these wavelet coefficients to get their singular ...

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An Effective Strategy for Defense & Medical Pictures Security by Singular Value Decomposition

An Effective Strategy for Defense & Medical Pictures Security by Singular Value Decomposition

... Above listed approach predicated on secret sharing strate- gies are extremely vulnerable to channel mistake. If a single pixel in share is influenced, it distorts T pixels in the recon- structed image, where T ...

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Lifting Wavelet Transform and Singular Value Decomposition based Image Steganography

Lifting Wavelet Transform and Singular Value Decomposition based Image Steganography

... The singular value decomposition has been used recently in information hiding techniques especially watermarking and ...and singular value decomposition (SVD). Singular ...

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Significant Sentence Extraction by Euclidean Distance Based on Singular Value Decomposition

Significant Sentence Extraction by Euclidean Distance Based on Singular Value Decomposition

... In this paper, we propose a new summarization approach by both princi- pal component analysis (PCA) and singular value decomposition (SVD) that are called quantification methods or statistical ...

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Analysis of the singular value decomposition as a tool for processing microarray expression data

Analysis of the singular value decomposition as a tool for processing microarray expression data

... the singular value decomposition (SVD) as a means to bi-cluster, and our main aim here is to provide further theoretical support and algorithmic insight into the use of the SVD in this ...

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Empirical software change impact analysis using singular value decomposition

Empirical software change impact analysis using singular value decomposition

... A singular value decomposition (SVD) [6] is performed on the matrix to generate the association ...upon singular value decomposition using historical change records can ...

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