filter.hpp

//
// Copyright 2019 Miral Shah <miralshah2211@gmail.com>
// Copyright 2021 Pranam Lashkari <plashkari628@gmail.com>
//
// Use, modification and distribution are subject to the Boost Software License,
// Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at
// http://www.boost.org/LICENSE_1_0.txt)
//
 
#ifndef BOOST_GIL_IMAGE_PROCESSING_FILTER_HPP
#define BOOST_GIL_IMAGE_PROCESSING_FILTER_HPP
 
#include <boost/gil/image_processing/kernel.hpp>
 
#include <boost/gil/image_processing/convolve.hpp>
 
#include <boost/gil/image.hpp>
#include <boost/gil/image_view.hpp>
#include <boost/gil/algorithm.hpp>
 
#include <cstddef>
#include <vector>
 
namespace boost { namespace gil {
 
template <typename SrcView, typename DstView>
void box_filter(
    SrcView const& src_view,
    DstView const& dst_view,
    std::size_t kernel_size,
    long int anchor = -1,
    bool normalize=true,
    boundary_option option = boundary_option::extend_zero
)
{
    gil_function_requires<ImageViewConcept<SrcView>>();
    gil_function_requires<MutableImageViewConcept<DstView>>();
    static_assert(color_spaces_are_compatible
    <
        typename color_space_type<SrcView>::type,
        typename color_space_type<DstView>::type
    >::value, "Source and destination views must have pixels with the same color space");
 
    std::vector<float> kernel_values;
    if (normalize) { kernel_values.resize(kernel_size, 1.0f / float(kernel_size)); }
    else { kernel_values.resize(kernel_size, 1.0f); }
 
    if (anchor == -1) anchor = static_cast<int>(kernel_size / 2);
    kernel_1d<float> kernel(kernel_values.begin(), kernel_size, anchor);
 
    detail::convolve_1d
    <
        pixel<float, typename SrcView::value_type::layout_t>
    >(src_view, kernel, dst_view, option);
}
 
template <typename SrcView, typename DstView>
void blur(
    SrcView const& src_view,
    DstView const& dst_view,
    std::size_t kernel_size,
    long int anchor = -1,
    boundary_option option = boundary_option::extend_zero
)
{
    box_filter(src_view, dst_view, kernel_size, anchor, true, option);
}
 
 
namespace detail
{
template <typename SrcView, typename DstView>
void filter_median_impl(SrcView const& src_view, DstView const& dst_view, std::size_t kernel_size)
{
    std::size_t half_kernel_size = kernel_size / 2;
 
    // deciding output channel type and creating functor
    using src_channel_t = typename channel_type<SrcView>::type;
 
    std::vector<src_channel_t> values;
    values.reserve(kernel_size * kernel_size);
 
    for (std::ptrdiff_t y = 0; y < src_view.height(); y++)
    {
        typename DstView::x_iterator dst_it = dst_view.row_begin(y);
 
        for (std::ptrdiff_t x = 0; x < src_view.width(); x++)
        {
            auto sub_view = subimage_view(
                src_view,
                x - half_kernel_size, y - half_kernel_size,
                kernel_size,
                kernel_size
            );
            values.assign(sub_view.begin(), sub_view.end());
 
            std::nth_element(values.begin(), values.begin() + (values.size() / 2), values.end());
            dst_it[x] = values[values.size() / 2];
        }
    }
}
} // namespace detail
 
template <typename SrcView, typename DstView>
void median_filter(SrcView const& src_view, DstView const& dst_view, std::size_t kernel_size)
{
    static_assert(color_spaces_are_compatible
    <
        typename color_space_type<SrcView>::type,
        typename color_space_type<DstView>::type
    >::value, "Source and destination views must have pixels with the same color space");
 
    std::size_t half_kernel_size = kernel_size / 2;
    auto extended_img = extend_boundary(
        src_view,
        half_kernel_size,
        boundary_option::extend_constant
    );
    auto extended_view = subimage_view(
            view(extended_img),
            half_kernel_size,
            half_kernel_size,
            src_view.width(),
            src_view.height()
        );
 
    for (std::size_t channel = 0; channel < extended_view.num_channels(); channel++)
    {
        detail::filter_median_impl(
            nth_channel_view(extended_view, channel),
            nth_channel_view(dst_view, channel),
            kernel_size
        );
    }
}
 
}} //namespace boost::gil
 
#endif // !BOOST_GIL_IMAGE_PROCESSING_FILTER_HPP