IEEE

Hierarchical Factorization Strategy for High-Order Tensor and Application to Data Completion

Abstract: Low-rank tensor completion (LRTC) aims to impute the missing entries from partially observed tensor data, among which low-rankness is of vital importance to get satisfactory results. In this ...
C&EN

Exact-Factorization-Based Surface Hopping without Velocity Adjustment

While surface hopping has emerged as a powerful method for simulating non-adiabatic dynamics in large molecules, the ad hoc nature of the necessary velocity adjustments and decoherence corrections in ...
Frontiers

Robust Structure and Motion Factorization of Non-Rigid Objects

1 Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS, USA 2 National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, ...
eLife

Factorized visual representations in the primate visual system and deep neural networks

The study makes a valuable empirical contribution to our understanding of visual processing in primates and deep neural networks, with a specific focus on the concept of factorization. The analyses ...
IEEE

A Novel Strategy of Nonnegative-Matrix-Factorization-Based Polarimetric Ship Detection

Abstract: In this letter, a new strategy based on nonnegative matrix factorization (NMF) is proposed for polarimetric ship detection. This method utilizes the sparse feature of nonnegative eigenvalues ...
Scientific Research Publishing

CUR Based Initialization Strategy for Non-Negative Matrix Factorization in Application to Hyperspectral Unmixing

Hyperspectral unmixing is a powerful tool for the remote sensing image mining. Nonnegative matrix factorization (NMF) has been adopted to deal with this issue, while the precision of unmixing is ...
Scientific Research Publishing

CUR Based Initialization Strategy for Non-Negative Matrix Factorization in Application to Hyperspectral Unmixing ()

1 The Post-Doctorate Research Station of Agricultural Resources and Environment, Shandong Agricultural University, Taian, China. 2 College of Information Science and Engineering, Shandong Agricultural ...