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How to generate stereo image pair from a stationary mono camera?
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imagemonocamerastationarygeneratehowfromstereopair
Problem
I have a stationary mono camera which captures a single image frame at some fps. Assume the camera is not allowed to move,how do i generate a stereo image pair of the acquired frame? Is there any algorithms exists for this? If so, do they available in Open-CV?
Solution
The terms you probably want to google for are "inferring depth maps". Just like your brain tricks you into seeing 3d if you close one of your eyes, you can heuristically recover depth maps from single 2d images. See for example
Scenes
Once you have a depth map you can compute a second camera's viewpoint if you also make some (rather bold) assumptions about textures in parts of the image your source camera can't see.
- Make3D: Depth Perception from a Single Still Image
- Inferring Depth from Single Images in Natural
Scenes
- Perceiving 3D from 2D images
Once you have a depth map you can compute a second camera's viewpoint if you also make some (rather bold) assumptions about textures in parts of the image your source camera can't see.
Context
StackExchange Computer Science Q#57755, answer score: 9
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