Popular music is often composed of an accompaniment and a lead component, the latter typically consisting of vocals. Filtering such mixtures to extract one or both components has …
Anomalous event detection is of utmost importance in intelligent video surveillance. Currently, most approaches for the automatic analysis of complex video scenes typically rely …
X Zhu, X Li, S Zhang, C Ju, X Wu - IEEE transactions on neural …, 2016 - ieeexplore.ieee.org
In this paper, we propose a new unsupervised spectral feature selection model by embedding a graph regularizer into the framework of joint sparse regression for preserving …
The rapid growth of the number of data brings great challenges to clustering, especially the introduction of multi-view data, which collected from multiple sources or represented by …
We propose a generative model for robust tensor factorization in the presence of both missing data and outliers. The objective is to explicitly infer the underlying low …
W Lan, T Yang, Q Chen, S Zhang… - … on Neural Networks …, 2023 - ieeexplore.ieee.org
Multiview subspace clustering (MVSC) has been used to explore the internal structure of multiview datasets by revealing unique information from different views. Most existing …
J Ma, Y Zhang, L Zhang - Pattern Recognition, 2021 - Elsevier
In a real-world scenario, an object is easily considered as features combined by multiple views in reality. Thus, multiview features can be encoded into a unified and discriminative …
M Rahmani, GK Atia - IEEE Transactions on Signal Processing, 2017 - ieeexplore.ieee.org
This paper presents a remarkably simple, yet powerful, algorithm termed coherence pursuit (CoP) to robust principal component analysis (PCA). As inliers lie in a low-dimensional …
The infrared search and track (IRST) system has been widely used, and the field of infrared small target detection has also received much attention. Based on this background, this …