LLC matlab codes for image classification
2016-08-23
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Locality-constrained Linear Coding (LLC),
which can be seem as a fast implementation of LCC that
utilizes the locality constraint to project each descriptor into
its local-coordinate system. Experimental results show that,
the final representation (Figure 1) generated by using LLC
code can achieve an impressive image classification accuracy
even with a linear SVM classifier. In addition, the optimization
problem used by LLC has an analytical solution,
where the computational complexity is only O(M + M)
for each descriptor.
which can be seem as a fast implementation of LCC that
utilizes the locality constraint to project each descriptor into
its local-coordinate system. Experimental results show that,
the final representation (Figure 1) generated by using LLC
code can achieve an impressive image classification accuracy
even with a linear SVM classifier. In addition, the optimization
problem used by LLC has an analytical solution,
where the computational complexity is only O(M + M)
for each descriptor.
matlab
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图像
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LLCmatlab
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