The purpose of image preprocessing was to segment the region of interest (ROI) from the peripheral and intermuscular fat as well as the connective tissue and surrounding muscles. Image preprocessing was conducted on marbling standards and hyperspectral images of pork samples to obtain the ROI for marbling detection. All operations in this section were performed using MATLAB 7.3.0 (The MathWorks, Inc., MA, USA).