What is the difference between photon-counting and photon-integrating detectors?

“Photon-counting detectors register individual X-ray photons and count each event separately. By applying an energy threshold, electronic noise can be effectively suppressed, resulting in noise-free detection above the threshold. Photon-counting detectors can also distinguish between different photon energies.”