He was awarded the Prix Jules Janssen by the French Astronomical Society in 1967.
A minor planet (1629 Pecker) is named after him.
Pecker is a vocal opponent of astrology and pseudo-science and was the president of the Association française pour l'information scientifique (AFIS), a skeptical organisation which promotes scientific enquiry in the face of quackery and obscurantism.