  A real symmetric tensor is completely positive (CP) if it is a sum of
symmetric tensor powers of nonnegative vectors. We propose a dehomogenization
approach for studying CP tensors. This gives new Moment-SOS relaxations for CP
tensors. Detection for CP tensors and the linear conic optimization with CP
tensor cones can be solved more efficiently by the dehomogenization approach.
