59 citations · 70 across the 20 of their papers we have counts for
5 papers · 1 filter
Quaternion Tensor Modeling for Joint Color-Polarization Demosaicking
Yanqing Song, Jifei Miao, Chaoqian Li +3
Division-of-focal-plane (DoFP) color polarization cameras enable snapshot acquisition of color polarization mosaic images, but the inherently sparse sampling pattern makes color po…
Non-Negative Reduced Biquaternion Matrix Factorization with Applications in Color Face Recognition
Jifei Miao, Junjun Pan, Michael K. Ng
Reduced biquaternion (RB), as a four-dimensional algebra highly suitable for representing color pixels, has recently garnered significant attention from numerous scholars. In this…
-Norm Regularized Quaternion Matrix Completion Using Sparse Representation and Quaternion QR Decomposition
Juan Han, Kit Ian Kou, Jifei Miao +2
Color image completion is a challenging problem in computer vision, but recent research has shown that quaternion representations of color images perform well in many areas. These…
Quaternion tensor left ring decomposition and application for color image inpainting
Jifei Miao, Kit Ian Kou, Hongmin Cai +1
In recent years, tensor networks have emerged as powerful tools for solving large-scale optimization problems. One of the most promising tensor networks is the tensor ring (TR) dec…
Quaternion-based dynamic mode decomposition for background modeling in color videos
Juan Han, Kit Ian Kou, Jifei Miao
Scene Background Initialization (SBI) is one of the challenging problems in computer vision. Dynamic mode decomposition (DMD) is a recently proposed method to robustly decompose a…