Bokeh Effect Rendering

Benchmarks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (11 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Efficient multi-lens bokeh effect rendering and transformation
  1 Jun 2023 1 repository listed
  Our method can render Bokeh from an all-in-focus image, or transform the Bokeh of one lens to the effect of another lens without harming the sharp foreground regions in the image.
• Lens-to-lens bokeh effect transformation. NTIRE 2023 challenge report
  1 Jun 2023 1 repository listed
  We present the new Bokeh Effect Transformation Dataset (BETD), and review the proposed solutions for this novel task at the NTIRE 2023 Bokeh Effect Transformation Challenge.
• Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models
  17 Apr 2023 1 repository listed
  This work aims to improve the applicability of diffusion models in realistic image restoration.
• Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image
  15 May 2021 1 repository listed
  Most of the existing methods utilized additional sensor's data or pretrained network for fine depth estimation of the scene and sometimes use portrait segmentation pretrained network module to segment salient objects in…
• BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh
  4 Nov 2020 1 repository listed
  A photo captured with bokeh effect often means objects in focus are sharp while the out-of-focus areas are all blurred.
• Depth-aware Blending of Smoothed Images for Bokeh Effect Generation
  28 May 2020 1 repository listed
  The original image and different versions of smoothed images are blended to generate Bokeh effect with the help of a monocular depth estimation network.