Boosting Monocular Metric Depth Estimation via Bokeh Rendering 事件

Boosting Monocular Metric Depth Estimation via Bokeh Rendering arXiv:2512.12425v2 Announce Type: replace Abstract: Bokeh rendering and depth estimation share a fundamental optical connection, yet existing methods fail to fully exploit this reciprocity. Conventional bokeh pipelines rely heavily on noisy depth maps that inevitably introduce visual artifacts. Conversely, existing monocular depth models typically follow two flawed paradigms. Generative diffusion-based frameworks often lack consiste