A tensor approximation approach to dimensionality reduction

Keyphrases

• Dimensionality Reduction 100%
• Approximation Approach 100%
• Tensor Approximation 100%
• Image Ensembles 75%
• A-Si 50%
• Approximation Algorithms 50%
• Pattern Recognition 50%
• Rank-one Decomposition 50%
• Sequence Data 25%
• Data Matrix 25%
• Compression Ratio 25%
• Computer Vision 25%
• 2D Image 25%
• Multidimensional Data 25%
• High Dimension 25%
• Least Squares 25%
• International Conference 25%
• Temporal Redundancy 25%
• Matrix Representation 25%
• Video Sequences 25%
• Vision Recognition 25%
• Vector Method 25%
• Object Classification 25%
• Computer Vision Applications 25%
• Higher-order Tensor 25%
• Volume Data 25%
• Fewer Iterations 25%
• Matrix Method 25%
• Matrix Decomposition 25%
• IEEE Computer Society 25%
• Video Volume 25%
• Third-order Tensor 25%
• Compact Data Representation 25%
• Multilinear Algebra 25%
• Generalized Low Rank Approximations of Matrices 25%

Computer Science

• Approximation (Algorithm) 100%
• Dimensionality Reduction 100%
• Approximation Algorithms 66%
• Pattern Recognition 66%
• Computer Vision 33%
• Matrix Representation 33%
• Compression Ratio 33%
• Least Squares Method 33%
• Data Representation 33%
• Multidimensional Data 33%
• Data Matrix 33%
• Rank Approximation 33%
• Information Loss 33%
• Video Sequences 33%
• Computer Vision Applications 33%

Mathematics

• Tensor 100%
• Dimensionality Reduction 100%
• Matrix (Mathematics) 37%
• Pattern Recognition 25%
• Matrix Representation 12%
• Least Square 12%
• Compression Ratio 12%
• Approximates 12%
• Higher Dimensions 12%
• Principal Component Analysis 12%
• Matrix Method 12%
• Main Result 12%
• Low-Rank Approximation 12%
• Square Sense 12%
• Multilinear Algebra 12%