Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination
Published in Proceedings of the AAAI Conference on Artificial Intelligence • Apr 29, 2018
NobleIDNI7P49W02R77S18
Authors:,,
Fei Jiang
Xiao-Yang Liu
Hongtao Lu
Abstract
In this paper, we propose two novel multi-dimensional tensor sparse coding (MDTSC) schemes using the t-linear combination. Based on the t-linear combination, the shifted versions of the bases are used for the data approximation, but without need to store them. Therefore, the dictionaries of the prop...
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