The multi-volume set LNCS 16812-16827 constitutes the refereed proceedings of the 28th International Conference on Pattern Recognition, ICPR 2026, held in Lyon, France, during August 17-22, 2026. They focus on topics such as Artificial Intelligence, Pattern Recognition and Machine Learning;