Achieving aesthetically pleasing photography necessitates attention to multiple factors, including composition and capture conditions, which pose challenges to novices. Prior research has explored the enhancement of photo aesthetics post-capture through 2D manipulation techniques; however, these approaches offer limited search space for aesthetics. We introduce a pioneering method that employs 3D operations to simulate the conditions at the moment of capture retrospectively. Our approach extrapolates the input image and then reconstructs the 3D scene from the extrapolated image, followed by an optimization to identify camera parameters and image aspect ratios that yield the best 3D view with enhanced aesthetics. Comparative qualitative and quantitative assessments reveal that our method surpasses traditional 2D editing techniques with superior aesthetics.

翻译：实现美学上令人愉悦的摄影需要关注构图与拍摄条件等多重因素，这对初学者构成了挑战。先前的研究已探索通过二维处理技术在拍摄后增强照片美学效果；然而，这些方法为美学优化提供的搜索空间有限。我们提出了一种开创性方法，利用三维操作来追溯性地模拟拍摄瞬间的条件。我们的方法首先对输入图像进行外推，然后从外推图像重建三维场景，随后通过优化确定能产生最佳美学增强三维视角的相机参数与图像宽高比。定性与定量对比评估表明，我们的方法在美学效果上超越了传统的二维编辑技术。