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Different from the existing approaches that usually utilize single view information of image sets to recognize persons, multi-view information of image sets is exploited in this paper, where a novel method called Co-Learned Multi-View Spectral Clustering (CMSC) is proposed to recognize faces based on image sets. In order to make sure that a data point under different views is assigned to the same...
It is not uncommon to see several videos of almost identical content on the internet. These near duplicates, coupled with the sheer number of videos, pose a big challenge to the effective organization of video clips online. We propose an adaptive classification approach to detect near-duplicate versions, and an integrated voting strategy to group clusters and to elect a representative for each cluster...
Human face has emerged as a useful feature in recent advances in semantic-based video analysis. Due to the large variation of facial poses in videos, conventional face recognition methods for authentication and identification generally experience difficulties in this particular application domain. Based on the recently proposed affinity propagation algorithm, we present in this paper a new method...
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