Some key technologies for the depth estimation of single camera zooming image were investigated in detail. Firstly, camera parameters calibration was executed combining the characteristics of zooming camera. Then, robust feature matching based on SIFT was realized by geometry constraint of zooming image. Finally, the 3Dreconstruction model of zooming image was established. The experiment results based on real sample images prove the validity and practicability of the related algorithms.