PIA (Personalized Image Animator) generates videos from static images guided by text prompts. It combines diffusion models with Dreambooth-style personalization to achieve high motion controllability and strong text-image alignment. The method is designed for generating animated videos that preserve the subject’s identity while following a text-described motion trajectory.