By recasting text-to-image generation as multi-frame video generation and adding a differential camera encoder, the method achieves camera intrinsic control with scene consistency, outperforming current text-to-image models in its evaluation protocol.
Camera settings as tokens: Modeling photography on latent diffusion models
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Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis
By recasting text-to-image generation as multi-frame video generation and adding a differential camera encoder, the method achieves camera intrinsic control with scene consistency, outperforming current text-to-image models in its evaluation protocol.