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susan.cpp
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78 lines (68 loc) · 3.11 KB
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/*******************************************************
* Copyright (c) 2015, 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/dim4.hpp>
#include <af/defines.h>
#include <af/features.h>
#include <af/vision.h>
#include <handle.hpp>
#include <err_common.hpp>
#include <backend.hpp>
#include <features.hpp>
#include <susan.hpp>
using af::dim4;
using namespace detail;
template<typename T>
static af_features susan(af_array const &in,
const unsigned radius, const float diff_thr, const float geom_thr,
const float feature_ratio, const unsigned edge)
{
Array<float> x = createEmptyArray<float>(dim4());
Array<float> y = createEmptyArray<float>(dim4());
Array<float> score = createEmptyArray<float>(dim4());
af_features_t feat;
feat.n = susan<T>(x, y, score,
getArray<T>(in), radius, diff_thr, geom_thr,
feature_ratio, edge);
feat.x = getHandle(x);
feat.y = getHandle(y);
feat.score = getHandle(score);
feat.orientation = getHandle(feat.n > 0 ? createValueArray<float>(feat.n, 0.0) : createEmptyArray<float>(dim4()));
feat.size = getHandle(feat.n > 0 ? createValueArray<float>(feat.n, 1.0) : createEmptyArray<float>(dim4()));
return getFeaturesHandle(feat);
}
af_err af_susan(af_features* out, const af_array in,
const unsigned radius, const float diff_thr, const float geom_thr,
const float feature_ratio, const unsigned edge)
{
try {
ArrayInfo info = getInfo(in);
af::dim4 dims = info.dims();
ARG_ASSERT(1, dims.ndims()==2);
ARG_ASSERT(2, radius < 10);
ARG_ASSERT(2, radius<=edge);
ARG_ASSERT(3, diff_thr > 0.0f);
ARG_ASSERT(4, geom_thr > 0.0f);
ARG_ASSERT(5, (feature_ratio > 0.0f && feature_ratio <= 1.0f));
ARG_ASSERT(6, (dims[0] >= (dim_t)(2*edge+1) || dims[1] >= (dim_t)(2*edge+1)));
af_dtype type = info.getType();
switch(type) {
case f32: *out = susan<float >(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case f64: *out = susan<double>(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case b8 : *out = susan<char >(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case s32: *out = susan<int >(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case u32: *out = susan<uint >(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case s16: *out = susan<short >(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case u16: *out = susan<ushort>(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
case u8 : *out = susan<uchar >(in, radius, diff_thr, geom_thr, feature_ratio, edge); break;
default : TYPE_ERROR(1, type);
}
}
CATCHALL;
return AF_SUCCESS;
}