Engine numbers, which involve information regarding the engine type, production number, and year and place of manufacture, are used for identification purposes.Comprising of unique alphanumeric characters, the engine numbers are fully or partially obliterated especially in auto theft and smuggling cases to conceal the origin, identity, and owner of vehicles. The limitations of the current restoration techniques