From fed041962666f70a680eec6698bdfae5486dea75 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 24 Mar 2021 20:20:32 +0000 Subject: [PATCH] deploy: dc9ba74cb3e7801f7025902796a76172d75517bf --- .../html/_sources/histogram/create.rst.txt | 42 ++++ .../_sources/histogram/cumulative.rst.txt | 29 +++ .../html/_sources/histogram/extend.rst.txt | 68 +++++++ .../histogram/extension/index.rst.txt | 12 ++ .../histogram/extension/overview.rst.txt | 32 +++ .../_sources/histogram/extension/std.rst.txt | 45 +++++ .../doc/html/_sources/histogram/fill.rst.txt | 103 ++++++++++ .../doc/html/_sources/histogram/index.rst.txt | 20 ++ .../_sources/histogram/limitations.rst.txt | 6 + .../html/_sources/histogram/overview.rst.txt | 28 +++ .../histogram/stl_compatibility.rst.txt | 6 + .../_sources/histogram/subhistogram.rst.txt | 66 ++++++ .../html/_sources/histogram/utilities.rst.txt | 6 + .../contrast_enhancement/index.rst.txt | 11 + .../contrast_enhancement/overview.rst.txt | 15 ++ 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000000000..7df551c63 --- /dev/null +++ b/develop/doc/html/_sources/histogram/create.rst.txt @@ -0,0 +1,42 @@ +.. _create_histogram: + +Create a histogram +================== + +**Method 1** - Using the histogram constructor + +Syntax:: + + histogram + +``Type1`` .. ``TypeN`` correspond to the axis type of the N axes in the histogram + +Example: If we want a 3D histogram of Axis1 of type ``int``, Axis2 of type ``float`` and Axis3 of type ``std::string`` +we would do it this way:: + + histogram h; + +And done. + + +**Method 2** (TODO) - Using make_histogram() + +There is an alternative to create the histogram directly from +a GIL image view. + +This should be the preferred over method-1 when creating +histogram with GIL images, since it creates a histogram with axes configured +to match the GIL image. + +Also it is easier than method-1. + +Syntax:: + + auto h = make_histogram(view(image)); + +where ``image`` could be a ``gray8_image_t``/``rgb8_image_t`` object read from source. + + + + + diff --git a/develop/doc/html/_sources/histogram/cumulative.rst.txt b/develop/doc/html/_sources/histogram/cumulative.rst.txt new file mode 100644 index 000000000..a769f9ddd --- /dev/null +++ b/develop/doc/html/_sources/histogram/cumulative.rst.txt @@ -0,0 +1,29 @@ +.. _cumulative_histogram: + +Making a cumulative histogram +============================= + +Overview +-------- + +A cumulative histogram is a histogram in which each bin stores the count / frequency of itself +as well as all the bins with keys 'smaller' than the particular bin. +As such, a notion of ordering among its keys should be existant in the histogram. + +The GIL histogram class has the ability to convert itself into its cumulative version. + +Since the container needs to first get an ordering +over the keys a key sorting takes place before calculating the cumulative histogram. + +Example: + + .. code-block:: cpp + + histogram h; + /* + Fill histogram ... + */ + auto h1 = cumulative_histogram(h); + +Tip: *In case you need to store the cumulative histogram elsewhere, consider creating a copy of the histogram +and then call the function*. \ No newline at end of file diff --git a/develop/doc/html/_sources/histogram/extend.rst.txt b/develop/doc/html/_sources/histogram/extend.rst.txt new file mode 100644 index 000000000..3197af784 --- /dev/null +++ b/develop/doc/html/_sources/histogram/extend.rst.txt @@ -0,0 +1,68 @@ +.. _extend_support: + +Extending the class +=================== + +.. contents:: + :local: + :depth: 1 + +User defined Axes +----------------- + +In case you need a histogram with an axes of an arbitrary type that is not identified by +the C++ Standard Library, you need to provide a overload for the hashing function that is +used in the histogram class. + +GIL's histogram class uses ``boost::hash_combine`` in a sub routine to generate a hash from +the key. + +So we need to provide an overload of ``boost::hash_combine`` for the purpose. + +For example, let's consider you need a histogram with an axis over class Test. + +.. code-block:: cpp + + // File : ./test.hpp + #include + #include + + struct Test + { + int a{0}; + Test() = default; + Test(int c) : a(c) {} + bool operator==(Test const& other) const + { + return (a == other.a); + } + }; + + namespace boost { + std::size_t hash_value(Test const& t) + { + // Replace with your hashing code + std::hash hasher; + return hasher(t.a); + } + } + +Now lets get to the usage example. + +.. code-block:: cpp + + #include + #include + #include + // Mind the order of include i.e. test.hpp before boost/gil.hpp + + using namespace boost::gil; + + int main() + { + boost::gil::histogram h; + Test t(1); + h(t) = 1; + std::cout< v; + gil::gray8_image_t img; + /* + Fill image ... + */ + gil::fill_histogram(view(img), v, false); + +#. **cumulative_histogram()** + + .. code-block:: cpp + + // Demo for std::vector + std::vector v; + /* + Fill vector... + */ + gil::cumulative_histogram(v); + + + + + + diff --git a/develop/doc/html/_sources/histogram/fill.rst.txt b/develop/doc/html/_sources/histogram/fill.rst.txt new file mode 100644 index 000000000..cf3f913c6 --- /dev/null +++ b/develop/doc/html/_sources/histogram/fill.rst.txt @@ -0,0 +1,103 @@ +.. _fill_it: + +Fill histogram +============== + +.. contents:: + :local: + :depth: 1 + +Overview +-------- + +We will demonstrate the available options for filling an instance of the `histogram` class with +values that cater from the most simplest to the complex needs that might arise. + +Basic +----- + +#. Use operator() + + **Task** - Add value to a particular cell / key / bin in histogram + + .. code-block:: cpp + + histogram h; + h(1, 2) = 1; + +#. Use operator[] + + This requires to input the indices in a format the histogram internally stores its keys, + which is of ``std::tuple`` due to its simple interface. + + **Task** - Output value of a bin + + .. code-block:: cpp + + histogram h; + h(1, 2) = 1; + h[{1, 2}] += 1; // Note the curly braces reqd. to construct a tuple + std::cout< A; + /* + Fill value in A + */ + histogram B(A), C; + C = A; + +#. Use a GIL image view + + You can also use GIL images to directly fill histograms. + + **Task** - Fill histogram using GIL image view + + .. code-block:: cpp + + gil::gray8_image_t img; + /* + Fill img ... + */ + histogram h; + h.fill(view(img)); + // OR + gil::fill_histogram(view(img), h, false); // false if histogram needs to be cleared before filling + + +Advanced +-------- + +#. Fill histogram using only a few dimensions of image + + **Task** - Make an histogram over Red and Blue channel of an rgb image + + .. code-block:: cpp + + gil::rgb8_image_t img; + /* + Fill img ... + */ + histogram h; + fill_histogram<0, 2>(view(img), h, false); // 0 - red, 1 - green, 2 - blue + +#. Fill histogram using GIL pixel + + **Task** - Fill histogram bin using pixel construct in GIL + + .. code-block:: cpp + + gil::gray8_image_t img; + /* + Fill img ... + */ + histogram h; + gil::for_each_pixel(view(img), [](gil::gray8_pixel_t const& p){ + ++h[h.key_from_pixel(p)]; + }); + diff --git a/develop/doc/html/_sources/histogram/index.rst.txt b/develop/doc/html/_sources/histogram/index.rst.txt new file mode 100644 index 000000000..ff8cc16bb --- /dev/null +++ b/develop/doc/html/_sources/histogram/index.rst.txt @@ -0,0 +1,20 @@ +Histogram +========= + +The GIL documentation sections listed below are dedicated to describe the +histogram class and functions used in many image processing algorithms. + +.. toctree:: + :maxdepth: 1 + :caption: Table of Contents + + overview + create + fill + subhistogram + cumulative + stl_compatibility + utilities + extend + limitations + extension/index diff --git a/develop/doc/html/_sources/histogram/limitations.rst.txt b/develop/doc/html/_sources/histogram/limitations.rst.txt new file mode 100644 index 000000000..819d308f6 --- /dev/null +++ b/develop/doc/html/_sources/histogram/limitations.rst.txt @@ -0,0 +1,6 @@ +.. _limitations: + +Limitations +=========== + +*TODO* \ No newline at end of file diff --git a/develop/doc/html/_sources/histogram/overview.rst.txt b/develop/doc/html/_sources/histogram/overview.rst.txt new file mode 100644 index 000000000..8b222659e --- /dev/null +++ b/develop/doc/html/_sources/histogram/overview.rst.txt @@ -0,0 +1,28 @@ +Overview +======== + +.. contents:: + :local: + :depth: 1 + +Description +----------- + +The histogram class is built on top of std::unordered_map to keep it compatible with other +STL algorithms. It can support any number of axes (known at compile time i.e. during class +instantiation). Suitable conversion routines from GIL image constructs to the histogram bin +key are shipped with the class itself. + + +Tutorials +--------- +The following flow is recommended: + #. :ref:`create_histogram` + #. :ref:`fill_it` + #. :ref:`sub_histogram` + #. :ref:`cumulative_histogram` + #. :ref:`stl_compatibility` + #. :ref:`extend_support` + #. :ref:`limitations` + +.. note:: To try out these tutorials you need to get a clone of the repository, since it is not yet released. diff --git a/develop/doc/html/_sources/histogram/stl_compatibility.rst.txt b/develop/doc/html/_sources/histogram/stl_compatibility.rst.txt new file mode 100644 index 000000000..9b932a2ce --- /dev/null +++ b/develop/doc/html/_sources/histogram/stl_compatibility.rst.txt @@ -0,0 +1,6 @@ +.. _stl_compatibility: + +STL compatibility +================= + +*TODO* \ No newline at end of file diff --git a/develop/doc/html/_sources/histogram/subhistogram.rst.txt b/develop/doc/html/_sources/histogram/subhistogram.rst.txt new file mode 100644 index 000000000..4e046a45a --- /dev/null +++ b/develop/doc/html/_sources/histogram/subhistogram.rst.txt @@ -0,0 +1,66 @@ +.. _sub_histogram: + +Making a sub-histogram +====================== + +Overview +-------- + +Sub-histogram is a subset of a histogram or one that is formed by masking out a +few axis of the parent histogram. + +GIL class histogram provides these functions as members and returns an instance of +the desired sub-class. + +#. Histogram over fewer axes + + **Task** - Get a 2D histogram from a 3D RGB histogram over red and green axes + + .. code-block:: cpp + + histogram h; + gil::rgb8_image_t img; + /* + Fill img ... + */ + fill_histogram(view(img), h, false); + auto sub_h = h.sub_histogram<0, 1>(); // sub_h is a 2D histogram + + Demo output: + + .. code-block:: cpp + + h is {{1, 2, 3} : 1, + {1, 4, 3} : 2, + {1, 2, 5} : 3} + sub_h would be {{1, 2} : 4, {1, 4} : 2} + +#. Histogram using a particular key range + + **Task** - Get a 2D histogram from a 3D RGB histogram for bins whose red color lie between 10 - 20 + and blue color lie between 2 - 10 + + .. code-block:: cpp + + histogram h; + gil::rgb8_image_t img; + /* + Fill img ... + */ + fill_histogram(view(img), h, false); + std::tuple low, high; + low = {10, 0, 2} // Since no check over blue channel pass any dummy value + high = {20, 0, 10} // Since no check over blue channel pass any dummy value + auto sub_h = h.sub_histogram<0, 2>(low, high); // In angle brackets pass the relevant dimensions in order + + Demo Output: + + .. code-block:: cpp + + h is {{11, 2, 3 } : 1, + {1 , 4, 11} : 2, + {1 , 2, 1 } : 3, + {11, 3, 3 } : 4} + sub_h would be {{11, 2, 3} : 1, {11, 3, 3} : 4} + + diff --git a/develop/doc/html/_sources/histogram/utilities.rst.txt b/develop/doc/html/_sources/histogram/utilities.rst.txt new file mode 100644 index 000000000..5c4bf7755 --- /dev/null +++ b/develop/doc/html/_sources/histogram/utilities.rst.txt @@ -0,0 +1,6 @@ +.. _utilities: + +Utilities +========= + +*TODO* \ No newline at end of file diff --git a/develop/doc/html/_sources/image_processing/contrast_enhancement/index.rst.txt b/develop/doc/html/_sources/image_processing/contrast_enhancement/index.rst.txt new file mode 100644 index 000000000..60c60cd46 --- /dev/null +++ b/develop/doc/html/_sources/image_processing/contrast_enhancement/index.rst.txt @@ -0,0 +1,11 @@ +Contrast Enhancement +==================== + +The GIL documentation sections listed below are dedicated to describe image +processing algorithms used for contrast enhancement. + +.. toctree:: + :maxdepth: 1 + :caption: Table of Contents + + overview \ No newline at end of file diff --git a/develop/doc/html/_sources/image_processing/contrast_enhancement/overview.rst.txt b/develop/doc/html/_sources/image_processing/contrast_enhancement/overview.rst.txt new file mode 100644 index 000000000..467705511 --- /dev/null +++ b/develop/doc/html/_sources/image_processing/contrast_enhancement/overview.rst.txt @@ -0,0 +1,15 @@ +Overview +======== + +Contrast Enhancement is a significant part of image processing algorithms. Too dark or too +light images don't look good to the human eyes. Hence while the primary focus of these +algorithms is to enhance visual beauty, some applications of this in medical research is also +prevalent. + +We have a few contrast enhancement algorithms in the GIL image processing suite as well. +These include : + #. :ref:`he` + #. :ref:`hm` + #. :ref:`ahe` + #. Linear and Non-Linear Contrast stretching + diff --git a/develop/doc/html/_sources/image_processing/index.rst.txt b/develop/doc/html/_sources/image_processing/index.rst.txt index 71c01c742..c5bc61cfa 100644 --- a/develop/doc/html/_sources/image_processing/index.rst.txt +++ b/develop/doc/html/_sources/image_processing/index.rst.txt @@ -11,3 +11,5 @@ features, structures and algorithms, for image processing and analysis. overview basics affine-region-detectors + contrast_enhancement/index + diff --git a/develop/doc/html/_sources/index.rst.txt b/develop/doc/html/_sources/index.rst.txt index 2a52bd6fa..71bdcf120 100644 --- a/develop/doc/html/_sources/index.rst.txt +++ b/develop/doc/html/_sources/index.rst.txt @@ -26,6 +26,7 @@ Core Library Documentation design/index image_processing/index + histogram/index API Reference <./reference/index.html#://> Extensions Documentation @@ -37,6 +38,7 @@ Extensions Documentation io toolbox numeric + histogram/extension/index Examples -------- diff --git a/develop/doc/html/design/basics.html b/develop/doc/html/design/basics.html index bc60ea02d..5f4ea0295 100644 --- a/develop/doc/html/design/basics.html +++ b/develop/doc/html/design/basics.html @@ -114,7 +114,7 @@ read the sections in order.

diff --git a/develop/doc/html/design/channel.html b/develop/doc/html/design/channel.html index 31bb8b297..7c9f3cb34 100644 --- a/develop/doc/html/design/channel.html +++ b/develop/doc/html/design/channel.html @@ -263,7 +263,7 @@ channel-level algorithms that GIL provides:

diff --git a/develop/doc/html/design/color_base.html b/develop/doc/html/design/color_base.html index d091eef09..811b5b561 100644 --- a/develop/doc/html/design/color_base.html +++ b/develop/doc/html/design/color_base.html @@ -310,7 +310,7 @@ color base require that they all have the same color space.

diff --git a/develop/doc/html/design/color_space.html b/develop/doc/html/design/color_space.html index 98be6cf5f..3c2e976ce 100644 --- a/develop/doc/html/design/color_space.html +++ b/develop/doc/html/design/color_space.html @@ -164,7 +164,7 @@ A color space and its associated mapping are often used together.

diff --git a/develop/doc/html/design/concepts.html b/develop/doc/html/design/concepts.html index 46e4716aa..d4be0a8ee 100644 --- a/develop/doc/html/design/concepts.html +++ b/develop/doc/html/design/concepts.html @@ -143,7 +143,7 @@ Most of them are defined at the diff --git a/develop/doc/html/design/conclusions.html b/develop/doc/html/design/conclusions.html index e26020f48..f284ac1a5 100644 --- a/develop/doc/html/design/conclusions.html +++ b/develop/doc/html/design/conclusions.html @@ -121,7 +121,7 @@ raw pixel data from another image library.

diff --git a/develop/doc/html/design/dynamic_image.html b/develop/doc/html/design/dynamic_image.html index b1886104f..526cfa66e 100644 --- a/develop/doc/html/design/dynamic_image.html +++ b/develop/doc/html/design/dynamic_image.html @@ -274,7 +274,7 @@ uniformly as a collection and store them in the same container.

diff --git a/develop/doc/html/design/examples.html b/develop/doc/html/design/examples.html index 4155e044e..586b62ea0 100644 --- a/develop/doc/html/design/examples.html +++ b/develop/doc/html/design/examples.html @@ -264,7 +264,7 @@ channel depth. They could be either planar or interleaved.

diff --git a/develop/doc/html/design/extending.html b/develop/doc/html/design/extending.html index f6a7ad451..c2142621a 100644 --- a/develop/doc/html/design/extending.html +++ b/develop/doc/html/design/extending.html @@ -234,7 +234,7 @@ defines the Mandelbrot set.

diff --git a/develop/doc/html/design/image.html b/develop/doc/html/design/image.html index c5faa1e45..50f8ae9bc 100644 --- a/develop/doc/html/design/image.html +++ b/develop/doc/html/design/image.html @@ -175,7 +175,7 @@ there are no padding bits at the end of rows of packed images.

diff --git a/develop/doc/html/design/image_view.html b/develop/doc/html/design/image_view.html index 02824a5ef..dbc72b2e8 100644 --- a/develop/doc/html/design/image_view.html +++ b/develop/doc/html/design/image_view.html @@ -486,7 +486,7 @@ development and is not optimized for speed

diff --git a/develop/doc/html/design/index.html b/develop/doc/html/design/index.html index f4555048b..4d906cf3b 100644 --- a/develop/doc/html/design/index.html +++ b/develop/doc/html/design/index.html @@ -102,7 +102,7 @@ structure and basic elements of the Generic Image Library (GIL).

diff --git a/develop/doc/html/design/metafunctions.html b/develop/doc/html/design/metafunctions.html index 85cf92fec..08f1c5c44 100644 --- a/develop/doc/html/design/metafunctions.html +++ b/develop/doc/html/design/metafunctions.html @@ -302,7 +302,7 @@ is basic, but a color converted view or a virtual view is not.

diff --git a/develop/doc/html/design/pixel.html b/develop/doc/html/design/pixel.html index 0952c262c..d3c0b608d 100644 --- a/develop/doc/html/design/pixel.html +++ b/develop/doc/html/design/pixel.html @@ -348,7 +348,7 @@ different color spaces and channel types:

diff --git a/develop/doc/html/design/pixel_iterator.html b/develop/doc/html/design/pixel_iterator.html index 2a8153cb5..8d66886f7 100644 --- a/develop/doc/html/design/pixel_iterator.html +++ b/develop/doc/html/design/pixel_iterator.html @@ -368,7 +368,7 @@ but not MemoryBased diff --git a/develop/doc/html/design/pixel_locator.html b/develop/doc/html/design/pixel_locator.html index 0e3e15a5a..1d9b34807 100644 --- a/develop/doc/html/design/pixel_locator.html +++ b/develop/doc/html/design/pixel_locator.html @@ -358,7 +358,7 @@ using the x-iterators directly.

diff --git a/develop/doc/html/design/point.html b/develop/doc/html/design/point.html index 49b73d12d..d52c8251b 100644 --- a/develop/doc/html/design/point.html +++ b/develop/doc/html/design/point.html @@ -134,7 +134,7 @@ coordinate type.

diff --git a/develop/doc/html/design/technicalities.html b/develop/doc/html/design/technicalities.html index 8bb1c28dd..06caf4f0b 100644 --- a/develop/doc/html/design/technicalities.html +++ b/develop/doc/html/design/technicalities.html @@ -159,7 +159,7 @@ suggesting the above solution.

diff --git a/develop/doc/html/genindex.html b/develop/doc/html/genindex.html index c853f2653..35fa1f815 100644 --- a/develop/doc/html/genindex.html +++ b/develop/doc/html/genindex.html @@ -76,7 +76,7 @@ diff --git a/develop/doc/html/histogram/create.html b/develop/doc/html/histogram/create.html new file mode 100644 index 000000000..55c9e861b --- /dev/null +++ b/develop/doc/html/histogram/create.html @@ -0,0 +1,112 @@ + + + + + + + + Create a histogram - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Create a histogram

+

Method 1 - Using the histogram constructor

+

Syntax:

+
histogram<Type1, Type2, Type3,... TypeN>
+
+
+

Type1 .. TypeN correspond to the axis type of the N axes in the histogram

+

Example: If we want a 3D histogram of Axis1 of type int, Axis2 of type float and Axis3 of type std::string +we would do it this way:

+
histogram<int, float, std::string> h;
+
+
+

And done.

+

Method 2 (TODO) - Using make_histogram()

+

There is an alternative to create the histogram directly from +a GIL image view.

+

This should be the preferred over method-1 when creating +histogram with GIL images, since it creates a histogram with axes configured +to match the GIL image.

+

Also it is easier than method-1.

+

Syntax:

+
auto h = make_histogram(view(image));
+
+
+

where image could be a gray8_image_t/rgb8_image_t object read from source.

+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/cumulative.html b/develop/doc/html/histogram/cumulative.html new file mode 100644 index 000000000..aee7b6b01 --- /dev/null +++ b/develop/doc/html/histogram/cumulative.html @@ -0,0 +1,109 @@ + + + + + + + + Making a cumulative histogram - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Making a cumulative histogram

+
+

Overview

+

A cumulative histogram is a histogram in which each bin stores the count / frequency of itself +as well as all the bins with keys ‘smaller’ than the particular bin. +As such, a notion of ordering among its keys should be existant in the histogram.

+

The GIL histogram class has the ability to convert itself into its cumulative version.

+

Since the container needs to first get an ordering +over the keys a key sorting takes place before calculating the cumulative histogram.

+

Example:

+
+
histogram<int, float> h;
+/*
+Fill histogram ...
+*/
+auto h1 = cumulative_histogram(h);
+
+
+
+

Tip: In case you need to store the cumulative histogram elsewhere, consider creating a copy of the histogram +and then call the function.

+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/extend.html b/develop/doc/html/histogram/extend.html new file mode 100644 index 000000000..623a24e78 --- /dev/null +++ b/develop/doc/html/histogram/extend.html @@ -0,0 +1,145 @@ + + + + + + + + Extending the class - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Extending the class

+ +
+

User defined Axes

+

In case you need a histogram with an axes of an arbitrary type that is not identified by +the C++ Standard Library, you need to provide a overload for the hashing function that is +used in the histogram class.

+

GIL’s histogram class uses boost::hash_combine in a sub routine to generate a hash from +the key.

+

So we need to provide an overload of boost::hash_combine for the purpose.

+

For example, let’s consider you need a histogram with an axis over class Test.

+
// File : ./test.hpp
+#include <cstddef>
+#include <functional>
+
+struct Test
+{
+    int a{0};
+    Test() = default;
+    Test(int c) : a(c) {}
+    bool operator==(Test const& other) const
+    {
+        return (a == other.a);
+    }
+};
+
+namespace boost {
+    std::size_t hash_value(Test const& t)
+    {
+        // Replace with your hashing code
+        std::hash<int> hasher;
+        return hasher(t.a);
+    }
+}
+
+
+

Now lets get to the usage example.

+
#include <test.hpp>
+#include <boost/gil.hpp>
+#include <iostream>
+// Mind the order of include i.e. test.hpp before boost/gil.hpp
+
+using namespace boost::gil;
+
+int main()
+{
+    boost::gil::histogram<Test> h;
+    Test t(1);
+    h(t) = 1;
+    std::cout<<h(t);
+}
+
+
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/extension/index.html b/develop/doc/html/histogram/extension/index.html new file mode 100644 index 000000000..9ed089306 --- /dev/null +++ b/develop/doc/html/histogram/extension/index.html @@ -0,0 +1,97 @@ + + + + + + + + Extensions - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Extensions

+

The GIL documentation sections listed below are dedicated to describe the +usage of external containers as histograms for GIL images.

+
+

Table of Contents

+ +
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/extension/overview.html b/develop/doc/html/histogram/extension/overview.html new file mode 100644 index 000000000..0e84265ff --- /dev/null +++ b/develop/doc/html/histogram/extension/overview.html @@ -0,0 +1,128 @@ + + + + + + + + Overview - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Overview

+ +
+

Description

+

Apart from the default class supplied by Boost.GIL, there are also provisions to +use external containers like from std::vector, std::map, boost::histogram etc. These +are provided as extensions.

+
+
+

Extensions

+
+
Currently the following are available:
+
    +
  1. std::vector (1D histogram support)
    2. +
  2. std::map (1D histogram support)
    3. +
  3. std::array (1D histogram support)
    4. +
  4. std::unordered_map (1D histogram support)
    5. +
  5. boost::histogram
    6. +
+
+
+
+
+

Adding an external container

+
+
The workflow should be:
+
    +
  1. Provide overloads for fill_histogram(must), make_histogram(optional) etc. in a new file preferably named after the container type in extensions/histogram/.
    2. +
  2. Add tests to test/extensions/histogram.
    3. +
  3. Add docs to docs/histogram/extensions.
    4. +
  4. Other cmake, Jamfile, config etc. file changes.
    5. +
+
+
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/extension/std.html b/develop/doc/html/histogram/extension/std.html new file mode 100644 index 000000000..ed72003d8 --- /dev/null +++ b/develop/doc/html/histogram/extension/std.html @@ -0,0 +1,127 @@ + + + + + + + + STD extension - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

STD extension

+
+

Supported Types:

+
    +
  1. std::vector (1D)
    2. +
  2. std::map (1D)
    3. +
  3. std::unordered_map (1D)
    4. +
  4. std::array (1D)
    5. +
+
+
+

Usage

+
    +

  1. fill_histogram()

    +
    +
    // Demo for std::vector
+std::vector<int> v;
+gil::gray8_image_t img;
+/*
+Fill image ...
+*/
+gil::fill_histogram(view(img), v, false);
+
    +
    +
    +
    2. +

  2. cumulative_histogram()

    +
    +
    // Demo for std::vector
+std::vector<int> v;
+/*
+Fill vector...
+*/
+gil::cumulative_histogram(v);
+
    +
    +
    +
    3. +
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/fill.html b/develop/doc/html/histogram/fill.html new file mode 100644 index 000000000..5733afcd5 --- /dev/null +++ b/develop/doc/html/histogram/fill.html @@ -0,0 +1,189 @@ + + + + + + + + Fill histogram - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Fill histogram

+ +
+

Overview

+

We will demonstrate the available options for filling an instance of the histogram class with +values that cater from the most simplest to the complex needs that might arise.

+
+
+

Basic

+
    +

  1. Use operator()

    +
    +

    Task - Add value to a particular cell / key / bin in histogram

    +
    histogram<int, int> h;
+h(1, 2) = 1;
+
    +
    +
    +
    2. +

  2. Use operator[]

    +
    +

    This requires to input the indices in a format the histogram internally stores its keys, +which is of std::tuple due to its simple interface.

    +

    Task - Output value of a bin

    +
    histogram<int, int> h;
+h(1, 2) = 1;
+h[{1, 2}] += 1; // Note the curly braces reqd. to construct a tuple
+std::cout<<h[{1, 2}]; // Output - 2
+
    +
    +
    +
    3. +

  3. Use another histogram (copy constructor or assignment)

    +
    +

    Task - Fill a histogram using another

    +
    histogram<int, int> A;
+/*
+Fill value in A
+*/
+histogram<int, int> B(A), C;
+C = A;
+
    +
    +
    +
    4. +

  4. Use a GIL image view

    +
    +

    You can also use GIL images to directly fill histograms.

    +

    Task - Fill histogram using GIL image view

    +
    gil::gray8_image_t img;
+/*
+Fill img ...
+*/
+histogram<int> h;
+h.fill(view(img));
+// OR
+gil::fill_histogram(view(img), h, false); // false if histogram needs to be cleared before filling
+
    +
    +
    +
    5. +
+
+
+

Advanced

+
    +

  1. Fill histogram using only a few dimensions of image

    +
    +

    Task - Make an histogram over Red and Blue channel of an rgb image

    +
    gil::rgb8_image_t img;
+/*
+Fill img ...
+*/
+histogram<int, int> h;
+fill_histogram<0, 2>(view(img), h, false); // 0 - red, 1 - green, 2 - blue
+
    +
    +
    +
    2. +

  2. Fill histogram using GIL pixel

    +
    +

    Task - Fill histogram bin using pixel construct in GIL

    +
    gil::gray8_image_t img;
+/*
+Fill img ...
+*/
+histogram<int> h;
+gil::for_each_pixel(view(img), [](gil::gray8_pixel_t const& p){
+    ++h[h.key_from_pixel(p)];
+});
+
    +
    +
    +
    3. +
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/index.html b/develop/doc/html/histogram/index.html new file mode 100644 index 000000000..49e4ae224 --- /dev/null +++ b/develop/doc/html/histogram/index.html @@ -0,0 +1,102 @@ + + + + + + + + Histogram - Boost.GIL documentation + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + + +
+ +
+

Histogram

+

The GIL documentation sections listed below are dedicated to describe the +histogram class and functions used in many image processing algorithms.

+
+

Table of Contents

+ +
+
+ + +
+ + + + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/limitations.html b/develop/doc/html/histogram/limitations.html new file mode 100644 index 000000000..5a59b8dfe --- /dev/null +++ b/develop/doc/html/histogram/limitations.html @@ -0,0 +1,89 @@ + + + + + + + + Limitations - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Limitations

+

TODO

+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/overview.html b/develop/doc/html/histogram/overview.html new file mode 100644 index 000000000..31576ef02 --- /dev/null +++ b/develop/doc/html/histogram/overview.html @@ -0,0 +1,121 @@ + + + + + + + + Overview - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Overview

+ +
+

Description

+

The histogram class is built on top of std::unordered_map to keep it compatible with other +STL algorithms. It can support any number of axes (known at compile time i.e. during class +instantiation). Suitable conversion routines from GIL image constructs to the histogram bin +key are shipped with the class itself.

+
+
+

Tutorials

+
+
The following flow is recommended:
+
    +
  1. Create a histogram
    2. +
  2. Fill histogram
    3. +
  3. Making a sub-histogram
    4. +
  4. Making a cumulative histogram
    5. +
  5. STL compatibility
    6. +
  6. Extending the class
    7. +
  7. Limitations
    8. +
+
+
+
+

Note

+

To try out these tutorials you need to get a clone of the repository, since it is not yet released.

+
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/stl_compatibility.html b/develop/doc/html/histogram/stl_compatibility.html new file mode 100644 index 000000000..d5fe27d92 --- /dev/null +++ b/develop/doc/html/histogram/stl_compatibility.html @@ -0,0 +1,89 @@ + + + + + + + + STL compatibility - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

STL compatibility

+

TODO

+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/subhistogram.html b/develop/doc/html/histogram/subhistogram.html new file mode 100644 index 000000000..13bdf3952 --- /dev/null +++ b/develop/doc/html/histogram/subhistogram.html @@ -0,0 +1,144 @@ + + + + + + + + Making a sub-histogram - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Making a sub-histogram

+
+

Overview

+

Sub-histogram is a subset of a histogram or one that is formed by masking out a +few axis of the parent histogram.

+

GIL class histogram provides these functions as members and returns an instance of +the desired sub-class.

+
    +

  1. Histogram over fewer axes

    +
    +

    Task - Get a 2D histogram from a 3D RGB histogram over red and green axes

    +
    histogram<int, int, int> h;
+gil::rgb8_image_t img;
+/*
+Fill img ...
+*/
+fill_histogram(view(img), h, false);
+auto sub_h = h.sub_histogram<0, 1>(); // sub_h is a 2D histogram
+
    +
    +

    Demo output:

    +
    h is {{1, 2, 3} : 1,
+      {1, 4, 3} : 2,
+      {1, 2, 5} : 3}
+sub_h would be {{1, 2} : 4, {1, 4} : 2}
+
    +
    +
    +
    2. +

  2. Histogram using a particular key range

    +
    +

    Task - Get a 2D histogram from a 3D RGB histogram for bins whose red color lie between 10 - 20 +and blue color lie between 2 - 10

    +
    histogram<int, int, int> h;
+gil::rgb8_image_t img;
+/*
+Fill img ...
+*/
+fill_histogram(view(img), h, false);
+std::tuple<int, int, int> low, high;
+low = {10, 0, 2} // Since no check over blue channel pass any dummy value
+high = {20, 0, 10} // Since no check over blue channel pass any dummy value
+auto sub_h = h.sub_histogram<0, 2>(low, high); // In angle brackets pass the relevant dimensions in order
+
    +
    +

    Demo Output:

    +
    h is {{11, 2, 3 } : 1,
+      {1 , 4, 11} : 2,
+      {1 , 2, 1 } : 3,
+      {11, 3, 3 } : 4}
+sub_h would be {{11, 2, 3} : 1, {11, 3, 3} : 4}
+
    +
    +
    +
    3. +
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/histogram/utilities.html b/develop/doc/html/histogram/utilities.html new file mode 100644 index 000000000..a582c53ca --- /dev/null +++ b/develop/doc/html/histogram/utilities.html @@ -0,0 +1,89 @@ + + + + + + + + Utilities - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Utilities

+

TODO

+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/image_processing/affine-region-detectors.html b/develop/doc/html/image_processing/affine-region-detectors.html index 2f930b19a..f109f4c05 100644 --- a/develop/doc/html/image_processing/affine-region-detectors.html +++ b/develop/doc/html/image_processing/affine-region-detectors.html @@ -25,7 +25,7 @@ - + @@ -62,7 +62,7 @@ up - + @@ -157,12 +157,12 @@ detector.” In Alvey vision conference, vol. 15, no. 50, pp. 10-5244. up - + diff --git a/develop/doc/html/image_processing/basics.html b/develop/doc/html/image_processing/basics.html index d7c487cb3..1dbd10ab4 100644 --- a/develop/doc/html/image_processing/basics.html +++ b/develop/doc/html/image_processing/basics.html @@ -123,7 +123,7 @@ gets sharper depending on it’s sigma value.

diff --git a/develop/doc/html/image_processing/contrast_enhancement/histogram_equalization.html b/develop/doc/html/image_processing/contrast_enhancement/histogram_equalization.html index edbca7bf1..3aaf11246 100644 --- a/develop/doc/html/image_processing/contrast_enhancement/histogram_equalization.html +++ b/develop/doc/html/image_processing/contrast_enhancement/histogram_equalization.html @@ -145,7 +145,7 @@ before trying the histogram equalization algorithm.

diff --git a/develop/doc/html/image_processing/contrast_enhancement/histogram_matching.html b/develop/doc/html/image_processing/contrast_enhancement/histogram_matching.html index 6aca800fb..fe041977d 100644 --- a/develop/doc/html/image_processing/contrast_enhancement/histogram_matching.html +++ b/develop/doc/html/image_processing/contrast_enhancement/histogram_matching.html @@ -138,7 +138,7 @@ before trying the histogram matching algorithm.

diff --git a/develop/doc/html/image_processing/contrast_enhancement/index.html b/develop/doc/html/image_processing/contrast_enhancement/index.html new file mode 100644 index 000000000..bebf07ab0 --- /dev/null +++ b/develop/doc/html/image_processing/contrast_enhancement/index.html @@ -0,0 +1,96 @@ + + + + + + + + Contrast Enhancement - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Contrast Enhancement

+

The GIL documentation sections listed below are dedicated to describe image +processing algorithms used for contrast enhancement.

+
+

Table of Contents

+ +
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/image_processing/contrast_enhancement/overview.html b/develop/doc/html/image_processing/contrast_enhancement/overview.html new file mode 100644 index 000000000..df9cbf75d --- /dev/null +++ b/develop/doc/html/image_processing/contrast_enhancement/overview.html @@ -0,0 +1,102 @@ + + + + + + + + Overview - Boost.GIL documentation + + + + + + + + + + + + + + + +
+ + + + + + + +
+

C++ Boost

+ 		+

+ 		+ + +
+
+
+
+
+ + + + up + + +
+ +
+

Overview

+

Contrast Enhancement is a significant part of image processing algorithms. Too dark or too +light images don’t look good to the human eyes. Hence while the primary focus of these +algorithms is to enhance visual beauty, some applications of this in medical research is also +prevalent.

+

We have a few contrast enhancement algorithms in the GIL image processing suite as well. +These include :

+
+
    +
  1. Histogram Equalization
    2. +
  2. Histogram Matching
    3. +
  3. ahe
    4. +
  4. Linear and Non-Linear Contrast stretching
    5. +
+
+
+ + +
+ + + + up + + +
+
+ + + \ No newline at end of file diff --git a/develop/doc/html/image_processing/index.html b/develop/doc/html/image_processing/index.html index de91ab305..84725c3eb 100644 --- a/develop/doc/html/image_processing/index.html +++ b/develop/doc/html/image_processing/index.html @@ -85,6 +85,10 @@ features, structures and algorithms, for image processing and analysis.

  • Algorithm steps
    • +
  • Contrast Enhancement +
    • @@ -99,7 +103,7 @@ features, structures and algorithms, for image processing and analysis.

    diff --git a/develop/doc/html/image_processing/overview.html b/develop/doc/html/image_processing/overview.html index 4297ef292..119437dbd 100644 --- a/develop/doc/html/image_processing/overview.html +++ b/develop/doc/html/image_processing/overview.html @@ -88,7 +88,7 @@ projects run in frame of the Google Summer of Code 2019:

    diff --git a/develop/doc/html/index.html b/develop/doc/html/index.html index 19054d046..0c7566540 100644 --- a/develop/doc/html/index.html +++ b/develop/doc/html/index.html @@ -108,6 +108,20 @@ image type.

  • Overview
  • Basics
  • Affine region detectors
    • +
  • Contrast Enhancement
    • + + +
  • Histogram
  • API Reference
    • @@ -137,6 +151,11 @@ image type.

  • Overview
    • +
  • Extensions +
    • @@ -178,7 +197,7 @@ Blurring images (requires the optional Numeric extension) diff --git a/develop/doc/html/installation.html b/develop/doc/html/installation.html index 235ff245d..5de280f9c 100644 --- a/develop/doc/html/installation.html +++ b/develop/doc/html/installation.html @@ -105,7 +105,7 @@ of the library repository.

    diff --git a/develop/doc/html/io.html b/develop/doc/html/io.html index 4db7cdeb5..b48729a36 100644 --- a/develop/doc/html/io.html +++ b/develop/doc/html/io.html @@ -25,7 +25,7 @@ - +
    @@ -59,7 +59,7 @@
    - +
    @@ -741,13 +741,13 @@ to enable the tests:

    - +
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\ No newline at end of file diff --git a/develop/doc/html/toolbox.html b/develop/doc/html/toolbox.html index 54644310d..d379e44e2 100644 --- a/develop/doc/html/toolbox.html +++ b/develop/doc/html/toolbox.html @@ -126,7 +126,7 @@ made suggestions for improvements.

    diff --git a/develop/doc/html/tutorial/gradient.html b/develop/doc/html/tutorial/gradient.html index 518176d17..5bd8f8b6e 100644 --- a/develop/doc/html/tutorial/gradient.html +++ b/develop/doc/html/tutorial/gradient.html @@ -953,7 +953,7 @@ code with different compilers.

    diff --git a/develop/doc/html/tutorial/histogram.html b/develop/doc/html/tutorial/histogram.html index 3b35a9214..649320732 100644 --- a/develop/doc/html/tutorial/histogram.html +++ b/develop/doc/html/tutorial/histogram.html @@ -171,7 +171,7 @@ memory is allocated and no images are copied.

    diff --git a/develop/doc/html/tutorial/video.html b/develop/doc/html/tutorial/video.html index 479d55de4..2626c6def 100644 --- a/develop/doc/html/tutorial/video.html +++ b/develop/doc/html/tutorial/video.html @@ -82,7 +82,7 @@