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https://issues.apache.org/jira/browse/LUCENE-6519?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14571384#comment-14571384
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Michael McCandless commented on LUCENE-6519:
--------------------------------------------

I made a 3rd "BKD tree in Lucene" video to visualize the improvement from this 
change: https://plus.google.com/+MichaelMcCandless/posts/GB843diupeT

> BKD polygon queries should avoid per-hit filtering when cell is fully enclosed
> ------------------------------------------------------------------------------
>
>                 Key: LUCENE-6519
>                 URL: https://issues.apache.org/jira/browse/LUCENE-6519
>             Project: Lucene - Core
>          Issue Type: Improvement
>          Components: modules/sandbox
>            Reporter: Michael McCandless
>            Assignee: Michael McCandless
>             Fix For: Trunk, 5.3
>
>         Attachments: LUCENE-6519.patch
>
>
> In LUCENE-6481, [~nknize] added methods to test for the relationship between 
> an axis-aligned rect vs the query polygon, e.g. is the rect fully contained 
> by the polygon, overlaps its boundaries, or fully outside the polygon.
> I think we should also use those methods to speed up BKDPointInPolygonQuery, 
> to decide on recursively visiting the tree, how to handle the leaf blocks 
> under internal nodes.



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