Image processing method and system for improving three-dimensional display effect of blood vessels

An image processing method for improving three-dimensional display effect of blood vessels, wherein, the image processing method comprises the following steps:

• design an interpolation algorithm to preprocess the original data to obtain a preprocessed image based on the original image volume data before projection;
• determine the blood vessel trend according to the preprocessed image, and eliminate isolated points, which specifically includes the following steps:
• circulate each point in the preprocessed image, and judge whether the points to be identified are abnormal noise points one by one along three principal axes;
• judge whether it is an abnormal point or not, and corresponding point is the abnormal point if the pixel value of the corresponding point is larger than the values of six adjacent points in three directions around X, Y, and Z, and filter out the abnormal point;
• for each voxel, the vector formed with the surrounding 26 points is calculated to form the direction of blood vessel trend;
• in the 13 directions of blood vessel trend, use the points in the two nearest neighbors to average respectively, so as to obtain 13 candidate values;
• use the maximum of 13 candidate values as the value of the point to be filtered, then the filtering is completed;
• perform image smoothing processing on the blood vessel trend to obtain a smooth image, which specifically includes the following steps:
• judge the direction of the candidate blood vessel trend, and decide which direction is the most possible blood vessel trend;
• traverse the direction of 13 blood vessel trend and calculate the absolute value err of each direction, which specifically includes the following steps:
• calculate the average value mv of the corresponding point and two neighboring points in the direction of a certain blood vessel trend;
• calculate the absolute value of the difference between the corresponding point and the average value, which is the first absolute value err1 of the difference;
• calculate the absolute value of the difference between two neighboring points, which is the second absolute value err2;
• calculate the sum absolute value err of the first difference absolute value err1 and the second difference absolute value err2;
• compare the absolute value err values in 13 directions, select the direction with the smallest absolute value err as the most possible blood vessel direction, and replace the value of the corresponding point with the average value mv value in the corresponding direction to complete the smoothing function;
• process the smooth image by a nonlinear change method to perform nonlinear enhanced display of blood vessels and suppress the background, which specifically includes the following steps:
• the step of processing the smooth image by a nonlinear change method to perform nonlinear enhanced display of blood vessels and suppress the background specifically includes the following steps:
• the formula of nonlinear transformation adopts gamma transformation, and the formula is as follows:
• S=Iγ wherein, γ>1;
• wherein, S is the transformed image, γ is the variable that controls the transformation effect, and it is used to compress the background dark signal, and the larger γ is, the more obvious the effect is;
• or use the improved gamma transformation, the formula is S=(1−αI+exp(−I))) Y, where S is the transformed image, I is the original image, α and γ are the control variables, and the value of α less than 1 is selected;
• and γ is greater than 1.