Peeters' work shows a strong similarity with other Flemish architecture painters of his time such as Jacobus Ferdinandus Saey and Peeters' own pupil Jan Baptist van der Straeten. The similarities are such that the works of these artists can often not be easily distinguished from each other. A painting depicting the (Buckinghamshire County Museum, Aylesbury) was possibly painted by Jacob Balthasar Peeters or Anton Gunther Gheringh, another architectural painter active in Antwerp.