Vid2Bokeh
Synthesizing Large-Scale Light Field Datasets from Videos Enables
Joint Focus and Depth-of-Field Image Editing

1. Explanation Video

The explanation video will be released after review.

2. Our Method Tested on Real-World Images

Interactively explore our method’s joint control of focal plane and aperture radius. Drag the sliders to see how focus and depth-of-field change on real photographs.

Note: Focal-plane adjustment is highly sensitive, as most positions will lead to out-of-focus results when the input image has a sparse depth distribution.

Input
Ours

Δ Focal Plane (Relative Shift)

Toward Background
Original Focal Plane
Toward Foreground

Δ Aperture Radius (Relative Change)

Less Blur
Original Aperture Radius
More Blur

3.Vid2Bokeh Dataset

Sample Bokeh Images Used for Training

Use the sliders below to explore variations in focal plane and aperture radius. These bokeh samples are directly generated from our Vid2Bokeh pipeline.

Note: Minor artifacts are visible due to video compression and the reduced resolution used to keep the file size small.

Step 1: will be released after review
Step 2: will be released after review
Step 3: Bokeh images Rendered from Light Field
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Focal Plane

Far Near

Aperture Radius

Small Large