An algorithm for multisensor image fusion was proposed based on tree structure wavelet decomposition. Under some special energy rules, it can adaptively implement subband decomposition and image fusion according to the image features. Experimental results of visible image and infrared image fusion, visible image and millimeter wave image fusion were given, which show the proposed method can achieve better fusion performance than the traditional pyramid wavelet decomposition.