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Describes how relocalization can fail if the angle from the candidate keyframe is too large #143

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ymd-stella opened this issue Aug 6, 2021 · 4 comments
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documentation Improvements or additions to documentation

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@ymd-stella
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ymd-stella commented Aug 6, 2021

In the case of LiDAR SLAM, the most commonly used LiDAR is a horizontal field of view of 270 to 360 degrees. In this case, if we use a map created by going through a road only once, localization is possible when going through the same road in the opposite direction.
On the other hand, in Visual SLAM, a camera with a relatively narrow horizontal field of view of 80 to 150 degrees may be used. In this case, if we use a map created by going through a road only once, it is impossible to localize when going through the same road in the opposite direction.
Furthermore, based on the same principle, if the field of view is too narrow, "relocalization can fail if the angle from the candidate keyframe is too large."

It would be useful for those who are not familiar with Visual SLAM if these facts are explained using illustrations.

@ymd-stella ymd-stella added the documentation Improvements or additions to documentation label Aug 6, 2021
@jeffin07
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@ymd-stella Can you please explain this issue,I would like to work on it

@ymd-stella
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@jeffin07 Updated the Description.

@jeffin07
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@ymd-stella Thank you for the description.How are you going to expect the illustrations?. It would be helpful if can you please give me any sample of similar ones

@ymd-stella
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Although there is no specific example, I think it would be easier for the reader to understand if you show a illustration that is similar to the actual drawing result of Pangolin Viewer or Socket Viewer.

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