A5032992545- Face and Expression Recognition
- Advanced Computing and Algorithms
- Advanced Image and Video Retrieval Techniques
- Video Surveillance and Tracking Methods
- Video Analysis and Summarization
- Advanced Clustering Algorithms Research
Jiangnan University
2022-2023
Multiview clustering is an important topic in multiview learning, where the cooperation of different views used to improve performance. Although has made considerable progress, most existing methods only utilize information original visible views, or consider some hidden space shared by views. Two challenges are: 1) insufficient exploitation cooperative learning between and despite preliminary attempts, 2) inadequate consideration topological for improving clustering. To meet challenges, we...
Multi-view clustering has received great attention in recent years for the potential performance improvement by using cooperative learning of different views. Despite considerable progress, a few issues remain: (1) real multi-view data contains redundant features and noises that lead to unsatisfactory performance; (2) most existing methods only mine shared information between views ignore specific within views; (3) are based on two-step framework learn hidden view representation then perform...