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3D parallax effect by means of k-means unsupervised color clustering on depth-map.

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valillon/DepthParallaxPainter

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Depth Parallax Painter

This code renders a 3D parallax effect from a canvas image and its corresponding depth map by means of the k-means unsupervised color clustering.

Seurat Example

To inpaint deocclusions caused by the parallax effect a simple method such as Navier-Strokes is used here. For simplicity, the background plane is solely inpainted here. A more appealing inpainting could be generated by recurrently masking different areas with a combination of one or several depth planes. However, this depends on the intrinsic geometry of each picture, so it cannot be fully automated. Nevertheless, this code can be easily modified for such a purpose.

Seurat Inpaint

This got inspiration from the awesome and brilliant works 3D Ken Burns and 3D Photography.

Dependencies

OpenFrameworks, including the addons ofxOpenCv, this ofxCv, and optionally ofxLeapMotion to navigate through.

This implementation derives from DepthPainter.

Sources

This repository does not contain images or depth maps. Be sure to include your own sources in /bin/data and load them properly in loadExample(). Awesome depth maps can be generated with MegaDepth.

Notes

Comment the macro LEAP_MOTION_ON to disable undesired functionalities. After launching the app, type h for a complete list of key-stroke actions.


Rafael Redondo (c) 2020.

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3D parallax effect by means of k-means unsupervised color clustering on depth-map.

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