As the widespread use of medical imaging equipment in clinical medical auxiliary diagnosis,the way to extract accurately target image feature becomes particularly important,the conventional image recognition algorithm was sensitive to the ambient light,so it' s very difficult to meet de demand of the medical diagnosis and treatment. An unconstrained medical image feature extraction algorithm based on layered space was proposed. The objective function with weighting factor was designed to realize the rapid e...