Several new stability criteria for the linear time-delay system represented by some simple closed regions in the complex plane are proposed. In these criteria, the system's stability can be easily determined by examining the locations of the eigenvalues of the system matrix A0 or its delay matrix A(d). In other words, we do not need to solve any complicated characteristic equation of the system.