Nonnegative matrix factorization and its applications in pattern recognition

DOI10.1007/s11434-005-1109-6zbMath1115.15011OpenAlexW2022978200WikidataQ29392476 ScholiaQ29392476MaRDI QIDQ871855

Qubo You, Weixiang Liu, Nan-Ning Zheng

Publication date: 27 March 2007

Published in: Chinese Science Bulletin (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11434-005-1109-6

zbMATH Keywords

pattern recognitionfeature extractionmultivariate data analysisdigital watermarkingnonnegative matrix factorizationintrusion detectionnonnegative space coding

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Factorization of matrices (15A23) Pattern recognition, speech recognition (68T10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Positive matrices and their generalizations; cones of matrices (15B48)

Related Items (4)

Data representation using robust nonnegative matrix factorization for edge computing ⋮ Max-min distance nonnegative matrix factorization ⋮ Technique for image fusion based on non-subsampled contourlet transform domain improved NMF ⋮ Projective robust nonnegative factorization

Uses Software

• ICALAB

Cites Work

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• Positive tensor factorization
• Introducing a weighted non-negative matrix factorization for image classification
• Two Purposes for Matrix Factorization: A Historical Appraisal
• Learning the parts of objects by non-negative matrix factorization

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