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convolve.cpp
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64 lines (54 loc) · 2.06 KB
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/*******************************************************
* Copyright (c) 2014, ArrayFire
* All rights reserved.
*
* This file is distributed under 3-clause BSD license.
* The complete license agreement can be obtained at:
* http://arrayfire.com/licenses/BSD-3-Clause
********************************************************/
#include <af/array.h>
#include <af/compatible.h>
#include <af/signal.h>
#include <algorithm>
#include "error.hpp"
namespace af {
array convolve(const array& signal, const array& filter, const convMode mode,
convDomain domain) {
unsigned sN = signal.numdims();
unsigned fN = filter.numdims();
switch (std::min(sN, fN)) {
case 1: return convolve1(signal, filter, mode, domain);
case 2: return convolve2(signal, filter, mode, domain);
case 3: return convolve3(signal, filter, mode, domain);
default: return convolve3(signal, filter, mode, domain);
}
}
array convolve(const array& col_filter, const array& row_filter,
const array& signal, const convMode mode) {
af_array out = 0;
AF_THROW(af_convolve2_sep(&out, col_filter.get(), row_filter.get(),
signal.get(), mode));
return array(out);
}
array convolve1(const array& signal, const array& filter, const convMode mode,
convDomain domain) {
af_array out = 0;
AF_THROW(af_convolve1(&out, signal.get(), filter.get(), mode, domain));
return array(out);
}
array convolve2(const array& signal, const array& filter, const convMode mode,
convDomain domain) {
af_array out = 0;
AF_THROW(af_convolve2(&out, signal.get(), filter.get(), mode, domain));
return array(out);
}
array convolve3(const array& signal, const array& filter, const convMode mode,
convDomain domain) {
af_array out = 0;
AF_THROW(af_convolve3(&out, signal.get(), filter.get(), mode, domain));
return array(out);
}
array filter(const array& image, const array& kernel) {
return convolve(image, kernel, AF_CONV_DEFAULT, AF_CONV_AUTO);
}
} // namespace af