NEURAL NETWORK CLASSIFIERS TO GRADE PARTS BASED ON SURFACE DEFECTS WITH SPATIAL DEPENDENCIES

In many manufacturing operations, unfinished or unassembled parts are not necessarily accepted or rejected in their entirety. Oftentimes, they are given some qualifying grade that indicates their worth to potential buyers or their suitability for particular processing operations. The manufacture of hardwood lumber in sawmills follows this genera