According to the graded standard for flaws in aluminum alloy casts inspected by radiograph, a method of feature extraction and flaw quantification is brought up to quantify the air hole flaw in aluminum alloy cast inspected by radiograph. The feasibility of the method has been proved by experiment, laying the fundamentals for computer grade automatically for air hole flaw in aluminum alloy cast inspected by radiograph.