  We propose a novel matrix regularization for tensor fields. In this
regularization, tensor fields are described as rectangular matrices and both
area-preserving diffeomorphisms and local rotations of the orthonormal frame
are realized as unitary similarity transformations of matrices in a unified
way. We also show that the matrix commutator corresponds to the covariantized
Poisson bracket for tensor fields in the large-$N$ limit.
