Results 41 to 50 of about 134,390 (294)

Multi-view subspace clustering for face images [PDF]

, 2015
© 2015 IEEE. In many real-world computer vision applications, such as multi-camera surveillance, the objects of interest are captured by visual sensors concurrently, resulting in multi-view data.
X Zhang (6084905), W Liu (7349393), QD Phung (14545187), DS Pham (14545178), Svetha Venkatesh (13096653)   +4 more
core   +3 more sources

A Feature-Reduction Multi-View k-Means Clustering Algorithm

IEEE Access, 2019
The k-means clustering algorithm is the oldest and most known method in cluster analysis. It has been widely studied with various extensions and applied in a variety of substantive areas.
Miin-Shen Yang, Kristina P. Sinaga
doaj   +1 more source

Kernel-Induced Incomplete Multi-view Clustering

Jisuanji kexue yu tansuo, 2021
With the development of technology, data often have multiple forms which come from multiple sources. The multi-view clustering algorithm aims to use the complementary information existing in different sources for clustering.
ZHANG Wei, DENG Zhaohong, WANG Shitong
doaj   +1 more source

Self-correction of 3D reconstruction from multi-view stereo images [PDF]

, 2009
We present a self-correction approach to improving the 3D reconstruction of a multi-view 3D photogrammetry system. The self-correction approach has been able to repair the reconstructed 3D surface damaged by depth discontinuities.
Ju, X, Siebert, JP, Ashraf F Ayoub, Khambay, B.S., Siebert, J.P., Xiangyang Ju, Ayoub, A.F., Khambay, BS, Balvinder S Khambay, Ju, X., Ayoub, AF, J Paul Siebert   +11 more
core   +1 more source

Diversity-induced Multi-view Subspace Clustering Algorithm with Grouping Effect [PDF]

Jisuanji gongcheng
The multi-view subspace clustering algorithm, a type of multi-view clustering algorithm, emphasizes discovering potential subspaces in multi-view data and clustering based on these subspaces.
ZHANG Yuechen, GE Hongwei, LI Ting
doaj   +1 more source

A Novel Double-Index-Constrained, Multi-View, Fuzzy-Clustering Algorithm and its Application for Detecting Epilepsy Electroencephalogram Signals

IEEE Access, 2019
When processing a multi-view, epilepsy electroencephalogram (EEG) dataset, the traditional single-view clustering algorithms cannot fully mine the correlation information between each view and identify the importance of each view because of the ...
Jiaqi Zhu, Kang Li, Kaijian Xia, Xiaoqing Gu, Jing Xue, Shi Qiu, Yizhang Jiang, Pengjiang Qian   +7 more
doaj   +1 more source

Incomplete Multi-view Clustering via Cross-view Relation Transfer [PDF]

, 2021
In this paper, we consider the problem of multi-view clustering on incomplete views. Compared with complete multi-view clustering, the view-missing problem increases the difficulty of learning common representations from different views.
Chang, Dongxia, Fu, Zhiqiang, Zhao, Yao, Wang, Yiming   +3 more
core   +2 more sources

Multi-view clustering via consensus coefficient matrix and separate segmentation matrices

Journal of Information and Telecommunication
In recent years, achieving data from different sources and different views has caused to have many multi-view data sets. Among multi-view learning methods, multi-view clustering has been considered as an appropriate method to analyse these data by many ...
Fatemeh Sadjadi, Mina Jamshidi, Amir Asadi   +2 more
doaj   +1 more source

Robust Self-Weighted Multi-View Projection Clustering [PDF]

, 2020
Many real-world applications involve data collected from different views and with high data dimensionality. Furthermore, multi-view data always has unavoidable noise.
Wang, Xuanhong, Chen, Xiaojiang, Fang, Dingyi, Wang, Beilei, Li, Zhihui, Xiao, Yun   +5 more
core   +1 more source

Generative Partial Multi-View Clustering

CoRR, 2020
This paper is an extension to our previous work: "Wang Q, Ding Z, Tao Z, et al. Partial multi-view clustering via consistent GAN[C]//2018 IEEE International Conference on Data Mining (ICDM). IEEE, 2018: 1290-1295."
Qianqian Wang 0001, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu 0001   +4 more
openaire   +2 more sources