The perceptual hashing are being applied to a chunk of the image - not the whole image but some part of it. These chunks contain less entropy than the whole im

The perceptual hashing are being applied to a chunk of the image - not the whole image but some part of it. These chunks contain less entropy than the whole image so necessarily have higher chance of triggering false positives than whole-image comparisons.