Stable Third-Order Tensor Representation for Color Image Classification

Authors:
Dacheng Tao;Steve Maybank;Weiming Hu;Xuelong Li
Affiliations:
University of London;University of London;Chinese Academic Sciences;University of London
Venue:
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Year:
2005

Citing 0
Cited 2

Reduced-reference IQA in contourlet domain

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Edge-preserving color image denoising through tensor voting

Computer Vision and Image Understanding

Quantified Score

Hi-index	0.00

Visualization

Abstract

General tensors can represent colour images more naturally than conventional features; however the general tensorsý stability properties are not reported and remain to be a key problem. In this paper, we use the tensor minimax probability (TMPM) to prove that the tensor representation is stable. The proof is based on the random subspace method through a large number of experiments.