Rendering natural camera bokeh effect with deep learning
Bokeh is an important artistic effect used to highlight the main object of interest on the photo
by blurring all out-of-focus areas. While DSLR and system camera lenses can render this …
by blurring all out-of-focus areas. While DSLR and system camera lenses can render this …
Distillation-guided image inpainting
Image inpainting methods have shown significant improvements by using deep neural
networks recently. However, many of these techniques often create distorted structures or …
networks recently. However, many of these techniques often create distorted structures or …
Efficient multi-lens bokeh effect rendering and transformation
Many advancements of mobile cameras aim to reach the visual quality of professional DSLR
cameras. Great progress was shown over the last years in optimizing the sharp regions of an …
cameras. Great progress was shown over the last years in optimizing the sharp regions of an …
Stacked deep multi-scale hierarchical network for fast bokeh effect rendering from a single image
Abstract The Bokeh Effect is one of the most desirable effects in photography for rendering
artistic and aesthetic photos. Usually, it requires a DSLR camera with different aperture and …
artistic and aesthetic photos. Usually, it requires a DSLR camera with different aperture and …
Nafbet: Bokeh effect transformation with parameter analysis block based on nafnet
Bokeh effect transformation (BET) aims to transform the bokeh effect of one lens to another
lens without harming the sharp foreground regions in the image. Recent studies have shown …
lens without harming the sharp foreground regions in the image. Recent studies have shown …
Reschedule diffusion-based bokeh rendering
S Yan, X Qiu, Q Liao, JH Xue… - IJCAI International Joint …, 2024 - discovery.ucl.ac.uk
Bokeh rendering for images shot with small apertures has drawn much attention in practice.
Very recently people start to explore diffusion models for bokeh rendering, aiming to …
Very recently people start to explore diffusion models for bokeh rendering, aiming to …
Supplementary Material: Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image
S Dutta, SD Das, NA Shah, AK Tiwari - openaccess.thecvf.com
Supplementary Material: Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect
Rendering from a Single Image Page 1 Supplementary Material: Stacked Deep Multi-Scale …
Rendering from a Single Image Page 1 Supplementary Material: Stacked Deep Multi-Scale …