Frontiers

Large Tensor Analysis and Applications

Tensor analysis is a fundamental task for processing multi-dimensional data. This approach not only has ubiquitous applications in a range of different fields – including image processing, computer ...
IEEE

A Tensor Based Unified Framework for Streaming Signal Online Analysis

Abstract: To explore the online tensor analysis technique in single-aspect streaming model, a tensor based unified framework encompassed more tensor formats than one is proposed according to the ...
Frontiers

Efficient enhancement of low-rank tensor completion via thin QR decomposition

Yunnan Key Laboratory of Statistical Modeling and Data Analysis, Yunnan University, Kunming, China Low-rank tensor completion (LRTC), which aims to complete missing entries from tensors with partially ...
IEEE

Low-Rank Tensor Train Dynamic Mode Decomposition: An Enhanced Multivariate Signal Processing Method for Mechanical Fault Diagnosis

Abstract: Fault diagnosis of multivariate signals is a significant area of engineering research. Feature information is collected from multiple dimensions. This improves the accuracy and robustness of ...
GitHub

Slicer Diffusion Tensor Image Analysis Along the Perivascular Space (DTI-ALPS)

Slicer Module to calculate the diffusion tensor image analysis along the perivascular space (DTI-ALPS). DTI-ALPS is a method proposed by Toshiaki Taoka et al. in 2017 to investigate the perivascular ...