HTTP error uploading image

When uploading an image to the media library, I receive a HTTP-error message and WP is canceling the upload.

WP: 4.4.25
PHP: 5.6.39
MySQL: 5.7.28
Local: 5.10.5
Apache

In this specific case, we cannot update WordPress or PHP.