Tensor-based Big Biometric Data Reduction in Cloud

When dealing with big biometric data, data reduction becomes a challenge. This article proposes a novel big biometric data reduction solution in the cloud environment, including a big biometric data reduction approach based on tensor decomposition, an incremental big biometric tensor reduction approach, and a secure big biometric data reduction approach, which can significantly reduce big biometric data.