Multilinear principal component analysis-based tensor decomposition for fabric weave pattern recognition from high-dimensional streaming data.
Abdullah Al MamunMd Imranul IslamMd Abu Sayeed ShohagWael Al-KouzKM Abdun NoorPublished in: Pattern Anal. Appl. (2024)
Keyphrases
- streaming data
- tensor decomposition
- dimensionality reduction
- data representation
- pattern recognition
- principal component analysis
- high dimensional
- low dimensional
- data streams
- high dimensional data
- tensor analysis
- feature extraction
- concept drift
- sliding window
- auxiliary information
- visual data
- data distribution
- high order
- feature space
- low rank
- tensor factorization
- singular value decomposition
- anomaly detection
- data points
- machine learning
- face recognition
- computer vision
- image processing
- neural network
- negative matrix factorization
- signal processing
- unsupervised learning
- similarity search
- change detection
- text mining
- similarity measure
- linear combination
- decomposition algorithm
- data sets
- non stationary
- sparse representation