If we represent each object as Equation 4, the l-th hash function is then defined as: where w ∈ R M is the feature weight to be determined and d l is the l-th column of the matrix D. Intuitively, the "contribution" of a specific feature to different classes is different.
we hope to incorporate this side information in S 3 H for better hashing.