Novel discrete orthogonal transforms are introduced in this paper, namely t
he unified complex Hadamard transforms. These transforms have elements conf
ined to four elementary complex integer numbers which are generated based o
n the Walsh-Hadamard transform, using a single unifying mathematical formul
a. The generation of higher dimension transformation matrices are discussed
in detail.