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IEEE Transactions on Pattern Analysis and Machine Intelligence· 2012Q1

Tensor Completion for Estimating Missing Values in Visual Data

Ji Liu, Przemysław Musialski, Peter Wonka, Jieping Ye

Short summary

A novel tensor trace norm and three algorithms (SiLRTC, FaLRTC, HaLRTC) are introduced to accurately and robustly estimate missing values in visual data, even with limited samples.

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Field: Computational Mechanics

Computational MechanicsEngineering