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.
Problems of dataset creation for light source estimation
1 Pith paper cite this work. Polarity classification is still indexing.
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abstract
The paper describes our experience collecting a new dataset for the light source estimation problem in a single image. The analysis of existing color targets is presented along with various technical and scientific aspects essential for data collection. The paper also contains an announcement of an upcoming 2-nd International Illumination Estimation Challenge (IEC 2020).
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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.