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Bibliografie
Conference Paper (international conference)
Tensor Completion Through Multiple Kronecker Product Decomposition
, , , ,
: 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, p. 3233-3237
: IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, (Vancouver, CA, 27.05.2013-31.05.2013)
: GA102/09/1278, GA ČR
: tensor factorization, Kronecker product, image completion
(eng): We propose a novel decomposition approach to impute missing values in tensor data. The method uses smaller scale multiway patches to model the whole data or a small volume encompassing the observed missing entries. Simulations on color images show that our method can recover color images using only 5-10% of pixels, and outperforms other available tensor completion methods.
: BB