It was the year 1963 when Dr. Martin Luther King, Jr. gave his famous speech in front of the Lincoln Memorial in Washington, D.C. It should take years, however, before his dream turned into reality. Also in industrial automation there are some dreams still waiting to become true. One of them, offering great potential for efficiency increase in production and material handling in many industries, is to find a general solution for automated "Bin Picking."