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bd_pr_search.cpp
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//----------------------------------------------------------------------
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// File: bd_pr_search.cpp
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// Programmer: David Mount
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// Description: Priority search for bd-trees
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// Last modified: 01/04/05 (Version 1.0)
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//----------------------------------------------------------------------
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// Copyright (c) 1997-2005 University of Maryland and Sunil Arya and
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// David Mount. All Rights Reserved.
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//
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// This software and related documentation is part of the Approximate
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// Nearest Neighbor Library (ANN). This software is provided under
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// the provisions of the Lesser GNU Public License (LGPL). See the
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// file ../ReadMe.txt for further information.
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//
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// The University of Maryland (U.M.) and the authors make no
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// representations about the suitability or fitness of this software for
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// any purpose. It is provided "as is" without express or implied
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// warranty.
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//----------------------------------------------------------------------
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//History:
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// Revision 0.1 03/04/98
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// Initial release
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//----------------------------------------------------------------------
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#include "
bd_tree.h
"
// bd-tree declarations
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#include "
kd_pr_search.h
"
// kd priority search declarations
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//----------------------------------------------------------------------
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// Approximate priority searching for bd-trees.
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// See the file kd_pr_search.cc for general information on the
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// approximate nearest neighbor priority search algorithm. Here
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// we include the extensions for shrinking nodes.
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//----------------------------------------------------------------------
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//----------------------------------------------------------------------
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// bd_shrink::ann_search - search a shrinking node
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//----------------------------------------------------------------------
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void
ANNbd_shrink::ann_pri_search
(
ANNdist
box_dist)
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{
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ANNdist
inner_dist = 0;
// distance to inner box
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for
(
int
i = 0; i <
n_bnds
; i++) {
// is query point in the box?
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if
(
bnds
[i].out(
ANNprQ
)) {
// outside this bounding side?
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// add to inner distance
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inner_dist = (
ANNdist
)
ANN_SUM
(inner_dist,
bnds
[i].dist(
ANNprQ
));
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}
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}
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if
(inner_dist <= box_dist) {
// if inner box is closer
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if
(
child
[
ANN_OUT
] !=
KD_TRIVIAL
)
// enqueue outer if not trivial
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ANNprBoxPQ
->
insert
(box_dist,
child
[
ANN_OUT
]);
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// continue with inner child
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child
[
ANN_IN
]->
ann_pri_search
(inner_dist);
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}
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else
{
// if outer box is closer
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if
(
child
[
ANN_IN
] !=
KD_TRIVIAL
)
// enqueue inner if not trivial
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ANNprBoxPQ
->
insert
(inner_dist,
child
[
ANN_IN
]);
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// continue with outer child
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child
[
ANN_OUT
]->
ann_pri_search
(box_dist);
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}
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ANN_FLOP
(3*n_bnds)
// increment floating ops
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ANN_SHR
(1)
// one more shrinking node
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}
ANNbd_shrink::ann_pri_search
virtual void ann_pri_search(ANNdist)
Definition:
bd_pr_search.cpp:39
ANNprQ
ANNpoint ANNprQ
Definition:
kd_pr_search.cpp:77
ANNpr_queue::insert
void insert(PQkey kv, PQinfo inf)
Definition:
pr_queue.h:84
kd_pr_search.h
ANNprBoxPQ
ANNpr_queue * ANNprBoxPQ
Definition:
kd_pr_search.cpp:80
ANN_OUT
Definition:
ANNx.h:46
ANN_IN
Definition:
ANNx.h:46
ANN_SUM
#define ANN_SUM(x, y)
Definition:
ANN.h:362
ANN_SHR
#define ANN_SHR(n)
Definition:
ANNperf.h:134
KD_TRIVIAL
ANNkd_leaf * KD_TRIVIAL
Definition:
kd_tree.cpp:50
ANN_FLOP
#define ANN_FLOP(n)
Definition:
ANNperf.h:131
ANNkd_node::ann_pri_search
virtual void ann_pri_search(ANNdist)=0
ANNdist
double ANNdist
Definition:
ANN.h:159
ANNbd_shrink::n_bnds
int n_bnds
Definition:
bd_tree.h:63
bd_tree.h
ANNbd_shrink::child
ANNkd_ptr child[2]
Definition:
bd_tree.h:65
ANNbd_shrink::bnds
ANNorthHSArray bnds
Definition:
bd_tree.h:64
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