The solution on complex-valued wavelet basis and the corresponding construction of complex-valued filter bank are discussed in this paper, the real part of the complex-valued filter bank has linear phase, and its length is even which can be obtained from the complex-valued filter bank. Furthermore, the complex-valued filter bank is compared with other real filter using the same quantizer on coding of image, the complex-valued filter bank achieves well compressing performance.