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163 lines
4.0 KiB
163 lines
4.0 KiB
/*********************************************************************** |
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* Software License Agreement (BSD License) |
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* |
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* Copyright 2008-2009 Marius Muja (mariusm@cs.ubc.ca). All rights reserved. |
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* Copyright 2008-2009 David G. Lowe (lowe@cs.ubc.ca). All rights reserved. |
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* |
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* THE BSD LICENSE |
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* |
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* Redistribution and use in source and binary forms, with or without |
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* modification, are permitted provided that the following conditions |
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* are met: |
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* |
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* 1. Redistributions of source code must retain the above copyright |
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* notice, this list of conditions and the following disclaimer. |
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* 2. Redistributions in binary form must reproduce the above copyright |
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* notice, this list of conditions and the following disclaimer in the |
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* documentation and/or other materials provided with the distribution. |
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* |
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* THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR |
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* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES |
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* OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. |
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* IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, |
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* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT |
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* NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
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* DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
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* THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
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* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF |
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* THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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*************************************************************************/ |
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#ifndef DATASET_H |
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#define DATASET_H |
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#include <stdio.h> |
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#include "random.h" |
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namespace cvflann |
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{ |
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/** |
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* Class implementing a generic rectangular dataset. |
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*/ |
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template <typename T> |
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class Matrix { |
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/** |
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* Flag showing if the class owns its data storage. |
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*/ |
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bool ownData; |
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void shallow_copy(const Matrix& rhs) |
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{ |
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data = rhs.data; |
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rows = rhs.rows; |
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cols = rhs.cols; |
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ownData = false; |
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} |
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public: |
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long rows; |
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long cols; |
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T* data; |
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Matrix(long rows_, long cols_, T* data_ = NULL) : |
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ownData(false), rows(rows_), cols(cols_), data(data_) |
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{ |
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if (data_==NULL) { |
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data = new T[rows*cols]; |
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ownData = true; |
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} |
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} |
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Matrix(const Matrix& d) |
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{ |
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shallow_copy(d); |
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} |
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const Matrix& operator=(const Matrix& rhs) |
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{ |
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if (this!=&rhs) { |
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shallow_copy(rhs); |
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} |
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return *this; |
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} |
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~Matrix() |
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{ |
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if (ownData) { |
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delete[] data; |
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} |
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} |
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/** |
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* Operator that return a (pointer to a) row of the data. |
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*/ |
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T* operator[](long index) |
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{ |
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return data+index*cols; |
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} |
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T* operator[](long index) const |
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{ |
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return data+index*cols; |
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} |
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Matrix<T>* sample(long size, bool remove = false) |
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{ |
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UniqueRandom rand(rows); |
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Matrix<T> *newSet = new Matrix<T>(size,cols); |
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T *src,*dest; |
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for (long i=0;i<size;++i) { |
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long r = rand.next(); |
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dest = (*newSet)[i]; |
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src = (*this)[r]; |
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for (long j=0;j<cols;++j) { |
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dest[j] = src[j]; |
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} |
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if (remove) { |
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dest = (*this)[rows-i-1]; |
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src = (*this)[r]; |
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for (long j=0;j<cols;++j) { |
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swap(*src,*dest); |
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src++; |
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dest++; |
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} |
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} |
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} |
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if (remove) { |
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rows -= size; |
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} |
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return newSet; |
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} |
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Matrix<T>* sample(long size) const |
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{ |
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UniqueRandom rand(rows); |
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Matrix<T> *newSet = new Matrix<T>(size,cols); |
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T *src,*dest; |
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for (long i=0;i<size;++i) { |
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long r = rand.next(); |
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dest = (*newSet)[i]; |
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src = (*this)[r]; |
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for (long j=0;j<cols;++j) { |
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dest[j] = src[j]; |
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} |
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} |
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return newSet; |
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} |
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}; |
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} |
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#endif //DATASET_H
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