Houben was national champion in the 100 m. He also made it to the quarterfinals of the 200 m event and the semifinals of the 4 × 100 m relay at the 1920 Summer Olympics. Houben later switched to bobsleigh, in which he competed at the 1928–1948 Winter Olympics, becoming the first Belgian to take part in both Winter and Summer Olympics.