Visual SLAM: Why filter?

Image and Vision Computing, pp. 65-77, 2012.

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Abstract:

While the most accurate solution to off-line structure from motion (SFM) problems is undoubtedly to extract as much correspondence information as possible and perform batch optimisation, sequential methods suitable for live video streams must approximate this to fit within fixed computational bounds. Two quite different approaches to real...More

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