diff --git a/.clang-format b/.clang-format
new file mode 100644
index 0000000000000000000000000000000000000000..cffd3b53255ec1b6cd52d70a9f58245badb854fe
--- /dev/null
+++ b/.clang-format
@@ -0,0 +1,192 @@
+---
+Language: Cpp
+# BasedOnStyle: LLVM
+AccessModifierOffset: -2
+AlignAfterOpenBracket: Align
+AlignArrayOfStructures: None
+AlignConsecutiveMacros: None
+AlignConsecutiveAssignments: None
+AlignConsecutiveBitFields: None
+AlignConsecutiveDeclarations: None
+AlignEscapedNewlines: Right
+AlignOperands: Align
+AlignTrailingComments: true
+AllowAllArgumentsOnNextLine: true
+AllowAllParametersOfDeclarationOnNextLine: true
+AllowShortEnumsOnASingleLine: true
+AllowShortBlocksOnASingleLine: Never
+AllowShortCaseLabelsOnASingleLine: false
+AllowShortFunctionsOnASingleLine: All
+AllowShortLambdasOnASingleLine: All
+AllowShortIfStatementsOnASingleLine: Never
+AllowShortLoopsOnASingleLine: false
+AlwaysBreakAfterDefinitionReturnType: None
+AlwaysBreakAfterReturnType: None
+AlwaysBreakBeforeMultilineStrings: false
+AlwaysBreakTemplateDeclarations: MultiLine
+AttributeMacros:
+ - __capability
+BinPackArguments: true
+BinPackParameters: true
+BraceWrapping:
+ AfterCaseLabel: false
+ AfterClass: false
+ AfterControlStatement: Never
+ AfterEnum: false
+ AfterFunction: false
+ AfterNamespace: false
+ AfterObjCDeclaration: false
+ AfterStruct: false
+ AfterUnion: false
+ AfterExternBlock: false
+ BeforeCatch: false
+ BeforeElse: false
+ BeforeLambdaBody: false
+ BeforeWhile: false
+ IndentBraces: false
+ SplitEmptyFunction: true
+ SplitEmptyRecord: true
+ SplitEmptyNamespace: true
+BreakBeforeBinaryOperators: None
+BreakBeforeConceptDeclarations: true
+BreakBeforeBraces: Attach
+BreakBeforeInheritanceComma: false
+BreakInheritanceList: BeforeColon
+BreakBeforeTernaryOperators: true
+BreakConstructorInitializersBeforeComma: false
+BreakConstructorInitializers: BeforeColon
+BreakAfterJavaFieldAnnotations: false
+BreakStringLiterals: true
+ColumnLimit: 120
+CommentPragmas: '^ IWYU pragma:'
+QualifierAlignment: Leave
+CompactNamespaces: false
+ConstructorInitializerIndentWidth: 4
+ContinuationIndentWidth: 4
+Cpp11BracedListStyle: true
+DeriveLineEnding: true
+DerivePointerAlignment: false
+DisableFormat: false
+EmptyLineAfterAccessModifier: Never
+EmptyLineBeforeAccessModifier: LogicalBlock
+ExperimentalAutoDetectBinPacking: false
+PackConstructorInitializers: BinPack
+BasedOnStyle: ''
+ConstructorInitializerAllOnOneLineOrOnePerLine: false
+AllowAllConstructorInitializersOnNextLine: true
+FixNamespaceComments: true
+ForEachMacros:
+ - foreach
+ - Q_FOREACH
+ - BOOST_FOREACH
+IfMacros:
+ - KJ_IF_MAYBE
+IncludeBlocks: Preserve
+IncludeCategories:
+ - Regex: '^"(llvm|llvm-c|clang|clang-c)/'
+ Priority: 2
+ SortPriority: 0
+ CaseSensitive: false
+ - Regex: '^(<|"(gtest|gmock|isl|json)/)'
+ Priority: 3
+ SortPriority: 0
+ CaseSensitive: false
+ - Regex: '.*'
+ Priority: 1
+ SortPriority: 0
+ CaseSensitive: false
+IncludeIsMainRegex: '(Test)?$'
+IncludeIsMainSourceRegex: ''
+IndentAccessModifiers: false
+IndentCaseLabels: false
+IndentCaseBlocks: false
+IndentGotoLabels: true
+IndentPPDirectives: None
+IndentExternBlock: AfterExternBlock
+IndentRequires: false
+IndentWidth: 4
+IndentWrappedFunctionNames: false
+InsertTrailingCommas: None
+JavaScriptQuotes: Leave
+JavaScriptWrapImports: true
+KeepEmptyLinesAtTheStartOfBlocks: true
+LambdaBodyIndentation: Signature
+MacroBlockBegin: ''
+MacroBlockEnd: ''
+MaxEmptyLinesToKeep: 1
+NamespaceIndentation: All
+ObjCBinPackProtocolList: Auto
+ObjCBlockIndentWidth: 2
+ObjCBreakBeforeNestedBlockParam: true
+ObjCSpaceAfterProperty: false
+ObjCSpaceBeforeProtocolList: true
+PenaltyBreakAssignment: 2
+PenaltyBreakBeforeFirstCallParameter: 19
+PenaltyBreakComment: 300
+PenaltyBreakFirstLessLess: 120
+PenaltyBreakOpenParenthesis: 0
+PenaltyBreakString: 1000
+PenaltyBreakTemplateDeclaration: 10
+PenaltyExcessCharacter: 1000000
+PenaltyReturnTypeOnItsOwnLine: 60
+PenaltyIndentedWhitespace: 0
+PointerAlignment: Right
+PPIndentWidth: -1
+ReferenceAlignment: Pointer
+ReflowComments: true
+RemoveBracesLLVM: false
+SeparateDefinitionBlocks: Leave
+ShortNamespaceLines: 1
+SortIncludes: CaseSensitive
+SortJavaStaticImport: Before
+SortUsingDeclarations: true
+SpaceAfterCStyleCast: false
+SpaceAfterLogicalNot: false
+SpaceAfterTemplateKeyword: true
+SpaceBeforeAssignmentOperators: true
+SpaceBeforeCaseColon: false
+SpaceBeforeCpp11BracedList: false
+SpaceBeforeCtorInitializerColon: true
+SpaceBeforeInheritanceColon: true
+SpaceBeforeParens: ControlStatements
+SpaceBeforeParensOptions:
+ AfterControlStatements: true
+ AfterForeachMacros: true
+ AfterFunctionDefinitionName: false
+ AfterFunctionDeclarationName: false
+ AfterIfMacros: true
+ AfterOverloadedOperator: false
+ BeforeNonEmptyParentheses: false
+SpaceAroundPointerQualifiers: Default
+SpaceBeforeRangeBasedForLoopColon: true
+SpaceInEmptyBlock: false
+SpaceInEmptyParentheses: false
+SpacesBeforeTrailingComments: 1
+SpacesInAngles: Never
+SpacesInConditionalStatement: false
+SpacesInContainerLiterals: true
+SpacesInCStyleCastParentheses: false
+SpacesInLineCommentPrefix:
+ Minimum: 1
+ Maximum: -1
+SpacesInParentheses: false
+SpacesInSquareBrackets: false
+SpaceBeforeSquareBrackets: false
+BitFieldColonSpacing: Both
+Standard: Latest
+StatementAttributeLikeMacros:
+ - Q_EMIT
+StatementMacros:
+ - Q_UNUSED
+ - QT_REQUIRE_VERSION
+TabWidth: 8
+UseCRLF: false
+UseTab: Never
+WhitespaceSensitiveMacros:
+ - STRINGIZE
+ - PP_STRINGIZE
+ - BOOST_PP_STRINGIZE
+ - NS_SWIFT_NAME
+ - CF_SWIFT_NAME
+...
+
diff --git a/.envrc b/.envrc
new file mode 100644
index 0000000000000000000000000000000000000000..3c4b9a14b40aade48ce0472c7680f2b155bf1cd8
--- /dev/null
+++ b/.envrc
@@ -0,0 +1,12 @@
+
+export ENVNAME=CPP
+
+
+run() {
+ xmake
+ echo ""
+ xmake run resume /doc/work/WUR/data/APPLEMATURITY/transfer_1868746_files_e2d8fb8c/test_masks/test_masks/1662032319_640766208-snap__1_cam0_color_apple10.png /tmp/one.jpg 3
+}
+
+export_function run
+export_alias lcu "ls -la"
diff --git a/.gitignore b/.gitignore
index b57f259770888dc8aa899199446898e7ddb1d7b4..e2ae5f6c458fdcb45c2c2285b596b69e625b55a8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,3 +7,5 @@ build/
.DS_Store
+.cache
+.direnv
diff --git a/.vscode/c_cpp_properties.json b/.vscode/c_cpp_properties.json
index e1812ff40d01ccb77010a2a2f56a6ca4e647418b..14d83ba8adfbceadd2825040faeaabdf5b052c7b 100644
--- a/.vscode/c_cpp_properties.json
+++ b/.vscode/c_cpp_properties.json
@@ -6,11 +6,12 @@
"${workspaceFolder}/**"
],
"defines": [],
- "compilerPath": "/usr/bin/clang-10",
+ "compilerPath": "/usr/bin/clang",
"cStandard": "c17",
"cppStandard": "c++14",
"intelliSenseMode": "linux-clang-x64",
- "compileCommands": "${workspaceFolder}/compile_commands.json"
+ "compileCommands": "${workspaceFolder}/compile_commands.json",
+ "configurationProvider": "ms-vscode.cmake-tools"
}
],
"version": 4
diff --git a/.vscode/compile_commands.json b/.vscode/compile_commands.json
deleted file mode 100644
index fda0c50fa43d99d0ae0aa986ea6cbdb16bdfda03..0000000000000000000000000000000000000000
--- a/.vscode/compile_commands.json
+++ /dev/null
@@ -1,11 +0,0 @@
-[
-{
- "directory": "/doc/work/WUR/data/APPLEMATURITY/maturity",
- "arguments": ["/usr/bin/gcc", "-c", "-m64", "-fvisibility=hidden", "-fvisibility-inlines-hidden", "-O3", "-std=c++2a", "-I/usr/include", "-I/usr/local/include", "-I", "/usr/include/opencv4", "-DNDEBUG", "-o", "build/.objs/resume/linux/x86_64/release/src/resume.cpp.o", "src/resume.cpp"],
- "file": "src/resume.cpp"
-},
-{
- "directory": "/doc/work/WUR/data/APPLEMATURITY/maturity",
- "arguments": ["/usr/bin/gcc", "-c", "-m64", "-fvisibility=hidden", "-fvisibility-inlines-hidden", "-O3", "-std=c++2a", "-I/usr/include", "-I/usr/local/include", "-DNDEBUG", "-o", "build/.objs/dipper/linux/x86_64/release/src/dipper.cpp.o", "src/dipper.cpp"],
- "file": "src/dipper.cpp"
-}]
diff --git a/.vscode/launch.json b/.vscode/launch.json
index a728a2021ef5c8801021f5bc7b0d0fc6fd02dbc5..053d32407d02fd3b0af8b17aaa22b9d32e13c6af 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -1,67 +1,18 @@
{
- // Use IntelliSense to learn about possible attributes.
- // Hover to view descriptions of existing attributes.
- // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
{
- "configuration": {
- "type": "object",
- "title": "XMake configuration",
- "properties": {
- "xmake.executable": {
- "type": "string",
- "default": "xmake",
- "description": "The xmake executable name / path"
- },
- "xmake.logLevel": {
- "type": "string",
- "default": "normal",
- "description": "The Log Level: normal/verbose/minimal",
- "enum": [
- "verbose",
- "normal",
- "minimal"
- ]
- },
- "xmake.buildLevel": {
- "type": "string",
- "default": "normal",
- "description": "The Build Output Level: normal/verbose/warning/debug",
- "enum": [
- "verbose",
- "normal",
- "warning",
- "debug"
- ]
- },
- "xmake.buildDirectory": {
- "type": "string",
- "default": "${workspaceRoot}/build",
- "description": "The Build Output Directory"
- },
- "xmake.installDirectory": {
- "type": "string",
- "default": "",
- "description": "The Install Output Directory"
- },
- "xmake.packageDirectory": {
- "type": "string",
- "default": "",
- "description": "The Package Output Directory"
- },
- "xmake.workingDirectory": {
- "type": "string",
- "default": "${workspaceRoot}",
- "description": "The Project Working Directory with the root xmake.lua"
- },
- "xmake.androidNDKDirectory": {
- "type": "string",
- "default": "",
- "description": "The Android NDK Directory"
- }
- }
- }
- }
+ "type": "lldb",
+ "request": "launch",
+ "name": "codelldb",
+ "program": "${workspaceFolder}/build/linux/x86_64/debug/${fileBasenameNoExtension}",
+ "args": [
+ "/home/bresilla/sync/Test54_Image_07.jpg",
+ "/home/bresilla/down/one.jpg",
+ "3"
+ ],
+ "cwd": "${workspaceFolder}",
+ // "preLaunchTask": "XMAKE"
+ },
]
}
\ No newline at end of file
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000000000000000000000000000000000000..70e34ecb3dcc4c74a1f8635625e280b492849b5e
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,3 @@
+{
+ "C_Cpp.errorSquiggles": "disabled"
+}
\ No newline at end of file
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
new file mode 100644
index 0000000000000000000000000000000000000000..d520a29ae30cb9d56cb8b4e22806958a4b682a4a
--- /dev/null
+++ b/.vscode/tasks.json
@@ -0,0 +1,15 @@
+{
+ "version": "2.0.0",
+ "tasks": [
+ {
+ "type": "shell",
+ "label": "XMAKE",
+ "command": "xmake -w && xmake project -k compile_commands",
+ "group": "build",
+ "presentation": {
+ "reveal": "silent",
+ "close": true
+ }
+ }
+ ]
+}
diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..34713b1c7ea85909f94846cf6b58d76d8ea47680
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,147 @@
+# this is the build file for project
+# it is autogenerated by the xmake build system.
+# do not edit by hand.
+
+# project
+cmake_minimum_required(VERSION 3.15.0)
+cmake_policy(SET CMP0091 NEW)
+project(dipper LANGUAGES CXX C)
+
+# target
+add_executable(dipper "")
+set_target_properties(dipper PROPERTIES OUTPUT_NAME "dipper")
+set_target_properties(dipper PROPERTIES RUNTIME_OUTPUT_DIRECTORY "${CMAKE_SOURCE_DIR}/build/linux/x86_64/release")
+target_include_directories(dipper PRIVATE
+ /usr/include
+ /usr/local/include
+)
+target_compile_options(dipper PRIVATE
+ $<$<COMPILE_LANGUAGE:C>:-m64>
+ $<$<COMPILE_LANGUAGE:CXX>:-m64>
+ $<$<COMPILE_LANGUAGE:C>:-DNDEBUG>
+ $<$<COMPILE_LANGUAGE:CXX>:-DNDEBUG>
+)
+set_target_properties(dipper PROPERTIES CXX_EXTENSIONS OFF)
+target_compile_features(dipper PRIVATE cxx_std_20)
+if(MSVC)
+ target_compile_options(dipper PRIVATE $<$<CONFIG:Release>:-Ox -fp:fast>)
+else()
+ target_compile_options(dipper PRIVATE -O3)
+endif()
+if(MSVC)
+else()
+ target_compile_options(dipper PRIVATE -fvisibility=hidden)
+endif()
+if(MSVC)
+ set_property(TARGET dipper PROPERTY
+ MSVC_RUNTIME_LIBRARY "MultiThreaded$<$<CONFIG:Debug>:Debug>")
+endif()
+target_link_libraries(dipper PRIVATE
+ fmt
+ DIP
+)
+target_link_directories(dipper PRIVATE
+ /usr/local/lib
+ /usr/lib
+)
+target_link_options(dipper PRIVATE
+ -m64
+)
+target_sources(dipper PRIVATE
+ src/dipper.cpp
+)
+
+# target
+add_executable(resume "")
+set_target_properties(resume PROPERTIES OUTPUT_NAME "resume")
+set_target_properties(resume PROPERTIES RUNTIME_OUTPUT_DIRECTORY "${CMAKE_SOURCE_DIR}/build/linux/x86_64/release")
+target_include_directories(resume PRIVATE
+ /usr/include
+ /usr/local/include
+)
+target_include_directories(resume PRIVATE
+ /usr/include/opencv4
+)
+target_compile_options(resume PRIVATE
+ $<$<COMPILE_LANGUAGE:C>:-m64>
+ $<$<COMPILE_LANGUAGE:CXX>:-m64>
+ $<$<COMPILE_LANGUAGE:C>:-DNDEBUG>
+ $<$<COMPILE_LANGUAGE:CXX>:-DNDEBUG>
+)
+set_target_properties(resume PROPERTIES CXX_EXTENSIONS OFF)
+target_compile_features(resume PRIVATE cxx_std_20)
+if(MSVC)
+ target_compile_options(resume PRIVATE $<$<CONFIG:Release>:-Ox -fp:fast>)
+else()
+ target_compile_options(resume PRIVATE -O3)
+endif()
+if(MSVC)
+else()
+ target_compile_options(resume PRIVATE -fvisibility=hidden)
+endif()
+if(MSVC)
+ set_property(TARGET resume PROPERTY
+ MSVC_RUNTIME_LIBRARY "MultiThreaded$<$<CONFIG:Debug>:Debug>")
+endif()
+target_link_libraries(resume PRIVATE
+ opencv_stitching
+ opencv_aruco
+ opencv_bgsegm
+ opencv_bioinspired
+ opencv_ccalib
+ opencv_dnn_objdetect
+ opencv_dnn_superres
+ opencv_dpm
+ opencv_highgui
+ opencv_face
+ opencv_freetype
+ opencv_fuzzy
+ opencv_hdf
+ opencv_hfs
+ opencv_img_hash
+ opencv_line_descriptor
+ opencv_quality
+ opencv_reg
+ opencv_rgbd
+ opencv_saliency
+ opencv_shape
+ opencv_stereo
+ opencv_structured_light
+ opencv_phase_unwrapping
+ opencv_superres
+ opencv_optflow
+ opencv_surface_matching
+ opencv_tracking
+ opencv_datasets
+ opencv_text
+ opencv_dnn
+ opencv_plot
+ opencv_ml
+ opencv_videostab
+ opencv_videoio
+ opencv_viz
+ opencv_ximgproc
+ opencv_video
+ opencv_xobjdetect
+ opencv_objdetect
+ opencv_calib3d
+ opencv_imgcodecs
+ opencv_features2d
+ opencv_flann
+ opencv_xphoto
+ opencv_photo
+ opencv_imgproc
+ opencv_core
+ fmt
+)
+target_link_directories(resume PRIVATE
+ /usr/local/lib
+ /usr/lib
+)
+target_link_options(resume PRIVATE
+ -m64
+)
+target_sources(resume PRIVATE
+ src/resume.cpp
+)
+
diff --git a/compile_commands.json b/compile_commands.json
index fda0c50fa43d99d0ae0aa986ea6cbdb16bdfda03..b3ff05921c12fac134fc6bbf6b458781f1051593 100644
--- a/compile_commands.json
+++ b/compile_commands.json
@@ -1,11 +1,21 @@
[
{
"directory": "/doc/work/WUR/data/APPLEMATURITY/maturity",
- "arguments": ["/usr/bin/gcc", "-c", "-m64", "-fvisibility=hidden", "-fvisibility-inlines-hidden", "-O3", "-std=c++2a", "-I/usr/include", "-I/usr/local/include", "-I", "/usr/include/opencv4", "-DNDEBUG", "-o", "build/.objs/resume/linux/x86_64/release/src/resume.cpp.o", "src/resume.cpp"],
- "file": "src/resume.cpp"
+ "arguments": ["/usr/bin/gcc", "-c", "-m64", "-g", "-O3", "-std=c++20", "-I", "/usr/include/opencv4", "-fno-strict-aliasing", "-DDEBUG", "-o", "build/.objs/classy/linux/x86_64/debug/src/ColorSpace.cpp.o", "src/ColorSpace.cpp"],
+ "file": "src/ColorSpace.cpp"
},
{
"directory": "/doc/work/WUR/data/APPLEMATURITY/maturity",
- "arguments": ["/usr/bin/gcc", "-c", "-m64", "-fvisibility=hidden", "-fvisibility-inlines-hidden", "-O3", "-std=c++2a", "-I/usr/include", "-I/usr/local/include", "-DNDEBUG", "-o", "build/.objs/dipper/linux/x86_64/release/src/dipper.cpp.o", "src/dipper.cpp"],
- "file": "src/dipper.cpp"
+ "arguments": ["/usr/bin/gcc", "-c", "-m64", "-g", "-O3", "-std=c++20", "-I", "/usr/include/opencv4", "-fno-strict-aliasing", "-DDEBUG", "-o", "build/.objs/classy/linux/x86_64/debug/src/Comparison.cpp.o", "src/Comparison.cpp"],
+ "file": "src/Comparison.cpp"
+},
+{
+ "directory": "/doc/work/WUR/data/APPLEMATURITY/maturity",
+ "arguments": ["/usr/bin/gcc", "-c", "-m64", "-g", "-O3", "-std=c++20", "-I", "/usr/include/opencv4", "-fno-strict-aliasing", "-DDEBUG", "-o", "build/.objs/classy/linux/x86_64/debug/src/Conversion.cpp.o", "src/Conversion.cpp"],
+ "file": "src/Conversion.cpp"
+},
+{
+ "directory": "/doc/work/WUR/data/APPLEMATURITY/maturity",
+ "arguments": ["/usr/bin/gcc", "-c", "-m64", "-g", "-O3", "-std=c++20", "-I", "/usr/include/opencv4", "-fno-strict-aliasing", "-DDEBUG", "-o", "build/.objs/classy/linux/x86_64/debug/src/classy.cpp.o", "src/classy.cpp"],
+ "file": "src/classy.cpp"
}]
diff --git a/data.csv b/data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad0188cd231fdaddb1083f652405619bb2ec0b7c
--- /dev/null
+++ b/data.csv
@@ -0,0 +1,2762 @@
+/doc/work/WUR/data/APPLEMATURITY/transfer_1868746_files_e2d8fb8c/test_masks/test_masks/1662032319_640766208-snap__1_cam0_color_apple5.png,7
+/doc/work/WUR/data/APPLEMATURITY/transfer_1868746_files_e2d8fb8c/test_masks/test_masks/1662032319_640766208-snap__1_cam0_color_apple7.png,8
+/doc/work/WUR/data/APPLEMATURITY/transfer_1868746_files_e2d8fb8c/test_masks/test_masks/1662032319_640766208-snap__1_cam0_color_apple10.png,9
+/doc/work/WUR/data/APPLEMATURITY/transfer_1868746_files_e2d8fb8c/test_masks/test_masks/1662032319_640766208-snap__1_cam0_color_apple11.png,7
+/doc/work/WUR/data/APPLEMATURITY/transfer_1868746_files_e2d8fb8c/test_masks/test_masks/1662032319_640766208-snap__1_cam0_color_apple12.png,7
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diff --git a/misc/lena.jpg b/misc/lena.jpg
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diff --git a/misc/lena_2.jpg b/misc/lena_2.jpg
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diff --git a/misc/lena_3.jpg b/misc/lena_3.jpg
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diff --git a/src/ColorSpace.cpp b/src/ColorSpace.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..f84d0d4efac4a3a7d54df2f2f6a9113c1fc7af47
--- /dev/null
+++ b/src/ColorSpace.cpp
@@ -0,0 +1,137 @@
+#include "ColorSpace.h"
+#include "Conversion.h"
+
+namespace ColorSpace {
+ Rgb::Rgb() {}
+ Rgb::Rgb(double r, double g, double b) : r(r), g(g), b(b) {}
+ void Rgb::Initialize(Rgb *color) { RgbConverter::ToColorSpace(color, this); }
+ void Rgb::ToRgb(Rgb *color) { RgbConverter::ToColor(color, this); }
+ void Rgb::Copy(IColorSpace *color) {
+ Rgb *rgb = static_cast<Rgb *>(color);
+ rgb->r = r;
+ rgb->g = g;
+ rgb->b = b;
+ }
+
+ Xyz::Xyz() {}
+ Xyz::Xyz(double x, double y, double z) : x(x), y(y), z(z) {}
+ void Xyz::Initialize(Rgb *color) { XyzConverter::ToColorSpace(color, this); }
+ void Xyz::ToRgb(Rgb *color) { XyzConverter::ToColor(color, this); }
+ void Xyz::Copy(IColorSpace *color) {
+ Xyz *xyz = static_cast<Xyz *>(color);
+ xyz->x = x;
+ xyz->y = y;
+ xyz->z = z;
+ }
+
+ Hsl::Hsl() {}
+ Hsl::Hsl(double h, double s, double l) : h(h), s(s), l(l) {}
+ void Hsl::Initialize(Rgb *color) { HslConverter::ToColorSpace(color, this); }
+ void Hsl::ToRgb(Rgb *color) { HslConverter::ToColor(color, this); }
+ void Hsl::Copy(IColorSpace *color) {
+ Hsl *hsl = static_cast<Hsl *>(color);
+ hsl->h = h;
+ hsl->s = s;
+ hsl->l = l;
+ }
+
+ Lab::Lab() {}
+ Lab::Lab(double l, double a, double b) : l(l), a(a), b(b) {}
+ void Lab::Initialize(Rgb *color) { LabConverter::ToColorSpace(color, this); }
+ void Lab::ToRgb(Rgb *color) { LabConverter::ToColor(color, this); }
+ void Lab::Copy(IColorSpace *color) {
+ Lab *lab = static_cast<Lab *>(color);
+ lab->l = l;
+ lab->a = a;
+ lab->b = b;
+ }
+
+ Lch::Lch() {}
+ Lch::Lch(double l, double c, double h) : l(l), c(c), h(h) {}
+ void Lch::Initialize(Rgb *color) { LchConverter::ToColorSpace(color, this); }
+ void Lch::ToRgb(Rgb *color) { LchConverter::ToColor(color, this); }
+ void Lch::Copy(IColorSpace *color) {
+ Lch *lch = static_cast<Lch *>(color);
+ lch->l = l;
+ lch->c = c;
+ lch->h = h;
+ }
+
+ Luv::Luv() {}
+ Luv::Luv(double l, double u, double v) : l(l), u(u), v(v) {}
+ void Luv::Initialize(Rgb *color) { LuvConverter::ToColorSpace(color, this); }
+ void Luv::ToRgb(Rgb *color) { LuvConverter::ToColor(color, this); }
+ void Luv::Copy(IColorSpace *color) {
+ Luv *luv = static_cast<Luv *>(color);
+ luv->l = l;
+ luv->u = u;
+ luv->v = v;
+ }
+
+ Yxy::Yxy() {}
+ Yxy::Yxy(double y1, double x, double y2) : y1(y1), x(x), y2(y2) {}
+ void Yxy::Initialize(Rgb *color) { YxyConverter::ToColorSpace(color, this); }
+ void Yxy::ToRgb(Rgb *color) { YxyConverter::ToColor(color, this); }
+ void Yxy::Copy(IColorSpace *color) {
+ Yxy *yxy = static_cast<Yxy *>(color);
+ yxy->y1 = y1;
+ yxy->x = x;
+ yxy->y2 = y2;
+ }
+
+ Cmy::Cmy() {}
+ Cmy::Cmy(double c, double m, double y) : c(c), m(m), y(y) {}
+ void Cmy::Initialize(Rgb *color) { CmyConverter::ToColorSpace(color, this); }
+ void Cmy::ToRgb(Rgb *color) { CmyConverter::ToColor(color, this); }
+ void Cmy::Copy(IColorSpace *color) {
+ Cmy *cmy = static_cast<Cmy *>(color);
+ cmy->c = c;
+ cmy->m = m;
+ cmy->y = y;
+ }
+
+ Cmyk::Cmyk() {}
+ Cmyk::Cmyk(double c, double m, double y, double k) : c(c), m(m), y(y), k(k) {}
+ void Cmyk::Initialize(Rgb *color) { CmykConverter::ToColorSpace(color, this); }
+ void Cmyk::ToRgb(Rgb *color) { CmykConverter::ToColor(color, this); }
+ void Cmyk::Copy(IColorSpace *color) {
+ Cmyk *cmyk = static_cast<Cmyk *>(color);
+ cmyk->c = c;
+ cmyk->m = m;
+ cmyk->y = y;
+ cmyk->k = k;
+ }
+
+ Hsv::Hsv() {}
+ Hsv::Hsv(double h, double s, double v) : h(h), s(s), v(v) {}
+ void Hsv::Initialize(Rgb *color) { HsvConverter::ToColorSpace(color, this); }
+ void Hsv::ToRgb(Rgb *color) { HsvConverter::ToColor(color, this); }
+ void Hsv::Copy(IColorSpace *color) {
+ Hsv *hsv = static_cast<Hsv *>(color);
+ hsv->h = h;
+ hsv->s = s;
+ hsv->v = v;
+ }
+
+ Hsb::Hsb() {}
+ Hsb::Hsb(double h, double s, double b) : h(h), s(s), b(b) {}
+ void Hsb::Initialize(Rgb *color) { HsbConverter::ToColorSpace(color, this); }
+ void Hsb::ToRgb(Rgb *color) { HsbConverter::ToColor(color, this); }
+ void Hsb::Copy(IColorSpace *color) {
+ Hsb *hsb = static_cast<Hsb *>(color);
+ hsb->h = h;
+ hsb->s = s;
+ hsb->b = b;
+ }
+
+ HunterLab::HunterLab() {}
+ HunterLab::HunterLab(double l, double a, double b) : l(l), a(a), b(b) {}
+ void HunterLab::Initialize(Rgb *color) { HunterLabConverter::ToColorSpace(color, this); }
+ void HunterLab::ToRgb(Rgb *color) { HunterLabConverter::ToColor(color, this); }
+ void HunterLab::Copy(IColorSpace *color) {
+ HunterLab *lab = static_cast<HunterLab *>(color);
+ lab->l = l;
+ lab->a = a;
+ lab->b = b;
+ }
+} // namespace ColorSpace
diff --git a/src/ColorSpace.h b/src/ColorSpace.h
new file mode 100644
index 0000000000000000000000000000000000000000..0ba2f3a4085034b97677ddb7b1b3263f703301f4
--- /dev/null
+++ b/src/ColorSpace.h
@@ -0,0 +1,164 @@
+#ifndef COLOR_SPACE_H
+#define COLOR_SPACE_H
+
+#include "Conversion.h"
+#include <typeinfo>
+
+namespace ColorSpace {
+ struct IColorSpace {
+ IColorSpace() {}
+ virtual ~IColorSpace() {}
+
+ virtual void Initialize(Rgb *color) = 0;
+ virtual void ToRgb(Rgb *color) = 0;
+ virtual void Copy(IColorSpace *color) = 0;
+
+ template <typename TColorSpace> void To(TColorSpace *color);
+ };
+
+ struct Rgb : public IColorSpace {
+ double r, g, b;
+
+ Rgb();
+ Rgb(double r, double g, double b);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Xyz : public IColorSpace {
+ double x, y, z;
+
+ Xyz();
+ Xyz(double x, double y, double z);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Hsl : public IColorSpace {
+ double h, s, l;
+
+ Hsl();
+ Hsl(double h, double s, double l);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Lab : public IColorSpace {
+ double l, a, b;
+
+ Lab();
+ Lab(double l, double a, double b);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Lch : public IColorSpace {
+ double l, c, h;
+
+ Lch();
+ Lch(double l, double c, double h);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Luv : public IColorSpace {
+ double l, u, v;
+
+ Luv();
+ Luv(double l, double u, double v);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Yxy : public IColorSpace {
+ double y1, x, y2;
+
+ Yxy();
+ Yxy(double y1, double x, double y2);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Cmy : public IColorSpace {
+ double c, m, y;
+
+ Cmy();
+ Cmy(double c, double m, double y);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Cmyk : public IColorSpace {
+ double c, m, y, k;
+
+ Cmyk();
+ Cmyk(double c, double m, double y, double k);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Hsv : public IColorSpace {
+ double h, s, v;
+
+ Hsv();
+ Hsv(double h, double s, double v);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct Hsb : public IColorSpace {
+ double h, s, b;
+
+ Hsb();
+ Hsb(double h, double s, double b);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ struct HunterLab : public IColorSpace {
+ double l, a, b;
+
+ HunterLab();
+ HunterLab(double l, double a, double b);
+
+ virtual void Initialize(Rgb *color);
+ virtual void ToRgb(Rgb *color);
+ virtual void Copy(IColorSpace *color);
+ };
+
+ template <typename TColorSpace> void IColorSpace::To(TColorSpace *color) {
+ Rgb rgb;
+
+ if (typeid(*this) == typeid(*color)) {
+ this->Copy(color);
+ } else {
+ this->ToRgb(&rgb);
+ IConverter<TColorSpace>::ToColorSpace(&rgb, color);
+ }
+ }
+
+} // namespace ColorSpace
+
+#endif // COLOR_SPACE_H
diff --git a/src/Comparison.cpp b/src/Comparison.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..10db8a04c38c4a3855d0649492467cdf40a6b372
--- /dev/null
+++ b/src/Comparison.cpp
@@ -0,0 +1,169 @@
+#include "Comparison.h"
+#include <cmath>
+
+#define M_PI 3.141592653589793238462643383279502884L
+#define SQR(x) ((x) * (x))
+#define POW2(x) SQR(x)
+#define POW3(x) ((x) * (x) * (x))
+#define POW4(x) (POW2(x) * POW2(x))
+#define POW7(x) (POW3(x) * POW3(x) * (x))
+#define DegToRad(x) ((x)*M_PI / 180)
+#define RadToDeg(x) ((x) / M_PI * 180)
+
+namespace ColorSpace {
+ double EuclideanComparison::Compare(IColorSpace *a, IColorSpace *b) {
+ Rgb rgb_a;
+ Rgb rgb_b;
+
+ a->ToRgb(&rgb_a);
+ b->ToRgb(&rgb_b);
+
+ return sqrt(SQR(rgb_a.r - rgb_b.r) + SQR(rgb_a.g - rgb_b.g) + SQR(rgb_a.b - rgb_b.b));
+ }
+
+ double Cie1976Comparison::Compare(IColorSpace *a, IColorSpace *b) {
+ Lab lab_a;
+ Lab lab_b;
+
+ a->To<Lab>(&lab_a);
+ b->To<Lab>(&lab_b);
+
+ return sqrt(SQR(lab_a.l - lab_b.l) + SQR(lab_a.a - lab_b.a) + SQR(lab_a.b - lab_b.b));
+ }
+
+ Cie94Comparison::Application::Application(Cie94Comparison::APPLICATION appType) {
+ switch (appType) {
+ case GRAPHIC_ARTS:
+ kl = 1.0;
+ k1 = 0.045;
+ k2 = 0.015;
+ break;
+ case TEXTILES:
+ kl = 2.0;
+ k1 = 0.048;
+ k2 = 0.014;
+ break;
+ }
+ }
+
+ double Cie94Comparison::Compare(IColorSpace *a, IColorSpace *b, APPLICATION appType) {
+ Application app(appType);
+ Lab lab_a;
+ Lab lab_b;
+
+ a->To<Lab>(&lab_a);
+ b->To<Lab>(&lab_b);
+
+ double deltaL = lab_a.l - lab_b.l;
+ double deltaA = lab_a.a - lab_b.a;
+ double deltaB = lab_a.b - lab_b.b;
+
+ double c1 = sqrt(SQR(lab_a.a) + SQR(lab_a.b));
+ double c2 = sqrt(SQR(lab_b.a) + SQR(lab_b.b));
+ double deltaC = c1 - c2;
+
+ double deltaH = SQR(deltaA) + SQR(deltaB) - SQR(deltaC);
+
+ double sl = 1.0;
+ double sc = 1.0 + app.k1 * c1;
+ double sh = 1.0 + app.k2 * c1;
+
+ deltaL /= app.kl * sl;
+ deltaC /= sc;
+
+ return sqrt(SQR(deltaL) + SQR(deltaC) + deltaH / SQR(sh));
+ }
+
+ double Cie2000Comparison::Compare(IColorSpace *a, IColorSpace *b) {
+ const double eps = 1e-5;
+ Lab lab_a;
+ Lab lab_b;
+
+ a->To<Lab>(&lab_a);
+ b->To<Lab>(&lab_b);
+
+ // calculate ci, hi, i=1,2
+ double c1 = sqrt(SQR(lab_a.a) + SQR(lab_a.b));
+ double c2 = sqrt(SQR(lab_b.a) + SQR(lab_b.b));
+ double meanC = (c1 + c2) / 2.0;
+ double meanC7 = POW7(meanC);
+
+ double g = 0.5 * (1 - sqrt(meanC7 / (meanC7 + 6103515625.))); // 0.5*(1-sqrt(meanC^7/(meanC^7+25^7)))
+ double a1p = lab_a.a * (1 + g);
+ double a2p = lab_b.a * (1 + g);
+
+ c1 = sqrt(SQR(a1p) + SQR(lab_a.b));
+ c2 = sqrt(SQR(a2p) + SQR(lab_b.b));
+ double h1 = fmod(atan2(lab_a.b, a1p) + 2 * M_PI, 2 * M_PI);
+ double h2 = fmod(atan2(lab_b.b, a2p) + 2 * M_PI, 2 * M_PI);
+
+ // compute deltaL, deltaC, deltaH
+ double deltaL = lab_b.l - lab_a.l;
+ double deltaC = c2 - c1;
+ double deltah;
+
+ if (c1 * c2 < eps) {
+ deltah = 0;
+ }
+ if (std::abs(h2 - h1) <= M_PI) {
+ deltah = h2 - h1;
+ } else if (h2 > h1) {
+ deltah = h2 - h1 - 2 * M_PI;
+ } else {
+ deltah = h2 - h1 + 2 * M_PI;
+ }
+
+ double deltaH = 2 * sqrt(c1 * c2) * sin(deltah / 2);
+
+ // calculate CIEDE2000
+ double meanL = (lab_a.l + lab_b.l) / 2;
+ meanC = (c1 + c2) / 2.0;
+ meanC7 = POW7(meanC);
+ double meanH;
+
+ if (c1 * c2 < eps) {
+ meanH = h1 + h2;
+ }
+ if (std::abs(h1 - h2) <= M_PI + eps) {
+ meanH = (h1 + h2) / 2;
+ } else if (h1 + h2 < 2 * M_PI) {
+ meanH = (h1 + h2 + 2 * M_PI) / 2;
+ } else {
+ meanH = (h1 + h2 - 2 * M_PI) / 2;
+ }
+
+ double T = 1 - 0.17 * cos(meanH - DegToRad(30)) + 0.24 * cos(2 * meanH) + 0.32 * cos(3 * meanH + DegToRad(6)) -
+ 0.2 * cos(4 * meanH - DegToRad(63));
+ double sl = 1 + (0.015 * SQR(meanL - 50)) / sqrt(20 + SQR(meanL - 50));
+ double sc = 1 + 0.045 * meanC;
+ double sh = 1 + 0.015 * meanC * T;
+ double rc = 2 * sqrt(meanC7 / (meanC7 + 6103515625.));
+ double rt = -sin(DegToRad(60 * exp(-SQR((RadToDeg(meanH) - 275) / 25)))) * rc;
+
+ return sqrt(SQR(deltaL / sl) + SQR(deltaC / sc) + SQR(deltaH / sh) + rt * deltaC / sc * deltaH / sh);
+ }
+
+ const double CmcComparison::defaultLightness = 2.;
+ const double CmcComparison::defaultChroma = 1.;
+ double CmcComparison::Compare(IColorSpace *a, IColorSpace *b) {
+ Lch lch_a;
+ Lch lch_b;
+
+ a->To<Lch>(&lch_a);
+ b->To<Lch>(&lch_b);
+
+ double deltaL = lch_a.l - lch_b.l;
+ double deltaC = lch_a.c - lch_b.c;
+ double deltaH = 0;
+
+ double f = sqrt(POW4(lch_a.c) / (POW4(lch_a.c) + 1900));
+ double t = (164 <= lch_a.h && lch_a.h <= 345) ? (0.56 + std::abs(0.2 * cos(lch_a.h + 168)))
+ : (0.36 + std::abs(0.4 * cos(lch_a.h + 35)));
+
+ double sl = (lch_a.l < 16) ? 0.511 : (0.040975 * lch_a.l / (1 + 0.01765 * lch_a.l));
+ double sc = 0.0638 * lch_a.c / (1 + 0.0131 * lch_a.c) + 0.638;
+ double sh = sc * (f * t + 1 - f);
+
+ return sqrt(SQR(deltaL / (defaultLightness * sl)) + SQR(deltaC / (defaultChroma * sc)) + SQR(deltaH / sh));
+ }
+} // namespace ColorSpace
diff --git a/src/Comparison.h b/src/Comparison.h
new file mode 100644
index 0000000000000000000000000000000000000000..4fd8d9c07781d305fb01404bfdc8e26165a83522
--- /dev/null
+++ b/src/Comparison.h
@@ -0,0 +1,37 @@
+#ifndef COMPARISON_H
+#define COMPARISON_H
+
+#include "ColorSpace.h"
+
+namespace ColorSpace {
+ struct EuclideanComparison {
+ static double Compare(IColorSpace *a, IColorSpace *b);
+ };
+
+ struct Cie1976Comparison {
+ static double Compare(IColorSpace *a, IColorSpace *b);
+ };
+
+ struct Cie94Comparison {
+ enum APPLICATION { GRAPHIC_ARTS = 0, TEXTILES };
+
+ struct Application {
+ double kl, k1, k2;
+ Application(APPLICATION appType);
+ };
+
+ static double Compare(IColorSpace *a, IColorSpace *b, APPLICATION appType = GRAPHIC_ARTS);
+ };
+
+ struct Cie2000Comparison {
+ static double Compare(IColorSpace *a, IColorSpace *b);
+ };
+
+ struct CmcComparison {
+ static const double defaultLightness;
+ static const double defaultChroma;
+ static double Compare(IColorSpace *a, IColorSpace *b);
+ };
+} // namespace ColorSpace
+
+#endif // COMPARISON_H
diff --git a/src/Conversion.cpp b/src/Conversion.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..45f07db44e16ce33b68b6c28821036cd02dcea66
--- /dev/null
+++ b/src/Conversion.cpp
@@ -0,0 +1,383 @@
+#include "Conversion.h"
+#include "ColorSpace.h"
+#define _USE_MATH_DEFINES
+#include <algorithm>
+#include <cmath>
+
+#define M_PI 3.141592653589793238462643383279502884L
+#define SQR(x) ((x) * (x))
+#define POW2(x) SQR(x)
+#define POW3(x) ((x) * (x) * (x))
+#define POW4(x) (POW2(x) * POW2(x))
+#define POW7(x) (POW3(x) * POW3(x) * (x))
+#define DegToRad(x) ((x)*M_PI / 180)
+#define RadToDeg(x) ((x) / M_PI * 180)
+
+namespace ColorSpace {
+ double Hue_2_RGB(double v1, double v2, double vh) {
+ if (vh < 0)
+ vh += 1;
+ if (vh > 1)
+ vh -= 1;
+ if (6 * vh < 1)
+ return v1 + (v2 - v1) * 6 * vh;
+ if (2 * vh < 1)
+ return v2;
+ if (3 * vh < 2)
+ return v1 + (v2 - v1) * (2.0 / 3.0 - vh) * 6;
+ return v1;
+ }
+
+ void RgbConverter::ToColorSpace(Rgb *color, Rgb *item) {
+ item->r = color->r;
+ item->g = color->g;
+ item->b = color->b;
+ }
+ void RgbConverter::ToColor(Rgb *color, Rgb *item) {
+ color->r = item->r;
+ color->g = item->g;
+ color->b = item->b;
+ }
+
+ void XyzConverter::ToColorSpace(Rgb *color, Xyz *item) {
+ double r = color->r / 255.0;
+ double g = color->g / 255.0;
+ double b = color->b / 255.0;
+
+ r = ((r > 0.04045) ? pow((r + 0.055) / 1.055, 2.4) : (r / 12.92)) * 100.0;
+ g = ((g > 0.04045) ? pow((g + 0.055) / 1.055, 2.4) : (g / 12.92)) * 100.0;
+ b = ((b > 0.04045) ? pow((b + 0.055) / 1.055, 2.4) : (b / 12.92)) * 100.0;
+
+ item->x = r * 0.4124564 + g * 0.3575761 + b * 0.1804375;
+ item->y = r * 0.2126729 + g * 0.7151522 + b * 0.0721750;
+ item->z = r * 0.0193339 + g * 0.1191920 + b * 0.9503041;
+ }
+ void XyzConverter::ToColor(Rgb *color, Xyz *item) {
+ double x = item->x / 100.0;
+ double y = item->y / 100.0;
+ double z = item->z / 100.0;
+
+ double r = x * 3.2404542 + y * -1.5371385 + z * -0.4985314;
+ double g = x * -0.9692660 + y * 1.8760108 + z * 0.0415560;
+ double b = x * 0.0556434 + y * -0.2040259 + z * 1.0572252;
+
+ r = ((r > 0.0031308) ? (1.055 * pow(r, 1 / 2.4) - 0.055) : (12.92 * r)) * 255.0;
+ g = ((g > 0.0031308) ? (1.055 * pow(g, 1 / 2.4) - 0.055) : (12.92 * g)) * 255.0;
+ b = ((b > 0.0031308) ? (1.055 * pow(b, 1 / 2.4) - 0.055) : (12.92 * b)) * 255.0;
+
+ color->r = r;
+ color->g = g;
+ color->b = b;
+ }
+ const double XyzConverter::eps = 216.0 / 24389.0;
+ const double XyzConverter::kappa = 24389.0 / 27.0;
+ const Xyz XyzConverter::whiteReference(95.047, 100.000, 108.883);
+
+ void HslConverter::ToColorSpace(Rgb *color, Hsl *item) {
+ double r = color->r / 255.0;
+ double g = color->g / 255.0;
+ double b = color->b / 255.0;
+
+ double min = std::min(r, std::min(g, b));
+ double max = std::max(r, std::max(g, b));
+ double delta = max - min;
+
+ item->l = (max + min) / 2;
+ if (delta == 0) {
+ item->h = item->s = 0;
+ } else {
+ if (item->l < 0.5) {
+ item->s = delta / (max + min) * 100;
+ } else {
+ item->s = delta / (1 - std::abs(2 * item->l - 1)) * 100;
+ }
+
+ if (r == max) {
+ item->h = (g - b) / delta;
+ } else if (g == max) {
+ item->h = (b - r) / delta + 2;
+ } else if (b == max) {
+ item->h = (r - g) / delta + 4;
+ }
+ item->h = fmod(60 * item->h + 360, 360);
+ }
+ item->l *= 100;
+ }
+ void HslConverter::ToColor(Rgb *color, Hsl *item) {
+ double h = item->h / 360;
+ double s = item->s / 100;
+ double l = item->l / 100;
+
+ if (item->s == 0) {
+ color->r = color->g = color->b = item->l * 255;
+ } else {
+ double temp1, temp2;
+
+ temp2 = (l < 0.5) ? (l * (1 + s)) : (l + s - (s * l));
+ temp1 = 2 * l - temp2;
+
+ color->r = 255 * Hue_2_RGB(temp1, temp2, h + 1.0 / 3.0);
+ color->g = 255 * Hue_2_RGB(temp1, temp2, h);
+ color->b = 255 * Hue_2_RGB(temp1, temp2, h - 1.0 / 3.0);
+ }
+ }
+
+ void LabConverter::ToColorSpace(Rgb *color, Lab *item) {
+ Xyz xyz;
+
+ XyzConverter::ToColorSpace(color, &xyz);
+
+ double x = xyz.x / 95.047;
+ double y = xyz.y / 100.00;
+ double z = xyz.z / 108.883;
+
+ x = (x > 0.008856) ? cbrt(x) : (7.787 * x + 16.0 / 116.0);
+ y = (y > 0.008856) ? cbrt(y) : (7.787 * y + 16.0 / 116.0);
+ z = (z > 0.008856) ? cbrt(z) : (7.787 * z + 16.0 / 116.0);
+
+ item->l = (116.0 * y) - 16;
+ item->a = 500 * (x - y);
+ item->b = 200 * (y - z);
+ }
+ void LabConverter::ToColor(Rgb *color, Lab *item) {
+ double y = (item->l + 16.0) / 116.0;
+ double x = item->a / 500.0 + y;
+ double z = y - item->b / 200.0;
+
+ double x3 = POW3(x);
+ double y3 = POW3(y);
+ double z3 = POW3(z);
+
+ x = ((x3 > 0.008856) ? x3 : ((x - 16.0 / 116.0) / 7.787)) * 95.047;
+ y = ((y3 > 0.008856) ? y3 : ((y - 16.0 / 116.0) / 7.787)) * 100.0;
+ z = ((z3 > 0.008856) ? z3 : ((z - 16.0 / 116.0) / 7.787)) * 108.883;
+
+ Xyz xyz(x, y, z);
+ XyzConverter::ToColor(color, &xyz);
+ }
+
+ void LchConverter::ToColorSpace(Rgb *color, Lch *item) {
+ Lab lab;
+
+ LabConverter::ToColorSpace(color, &lab);
+ double l = lab.l;
+ double c = sqrt(lab.a * lab.a + lab.b * lab.b);
+ double h = atan2(lab.b, lab.a);
+
+ h = h / M_PI * 180;
+ if (h < 0) {
+ h += 360;
+ } else if (h >= 360) {
+ h -= 360;
+ }
+
+ item->l = l;
+ item->c = c;
+ item->h = h;
+ }
+ void LchConverter::ToColor(Rgb *color, Lch *item) {
+ Lab lab;
+
+ item->h = item->h * M_PI / 180;
+
+ lab.l = item->l;
+ lab.a = cos(item->h) * item->c;
+ lab.b = sin(item->h) * item->c;
+
+ LabConverter::ToColor(color, &lab);
+ }
+
+ void LuvConverter::ToColorSpace(Rgb *color, Luv *item) {
+ const Xyz &white = XyzConverter::whiteReference;
+ Xyz xyz;
+
+ XyzConverter::ToColorSpace(color, &xyz);
+ double y = xyz.y / white.y;
+ double temp = (xyz.x + 15 * xyz.y + 3 * xyz.z);
+ double tempr = (white.x + 15 * white.y + 3 * white.z);
+
+ item->l = (y > XyzConverter::eps) ? (116 * cbrt(y) - 16) : (XyzConverter::kappa * y);
+ item->u = 52 * item->l * (((temp > 1e-3) ? (xyz.x / temp) : 0) - white.x / tempr);
+ item->v = 117 * item->l * (((temp > 1e-3) ? (xyz.y / temp) : 0) - white.y / tempr);
+ }
+ void LuvConverter::ToColor(Rgb *color, Luv *item) {
+ const Xyz &white = XyzConverter::whiteReference;
+ Xyz xyz;
+
+ double y = (item->l > XyzConverter::eps * XyzConverter::kappa) ? POW3((item->l + 16) / 116)
+ : (item->l / XyzConverter::kappa);
+ double tempr = white.x + 15 * white.y + 3 * white.z;
+ double up = 4 * white.x / tempr;
+ double vp = 9 * white.y / tempr;
+
+ double a = 1. / 3. * (52 * item->l / (item->u + 13 * item->l * up) - 1);
+ double b = -5 * y;
+ double x = (y * (39 * item->l / (item->v + 13 * item->l * vp) - 5) - b) / (a + 1. / 3.);
+ double z = x * a + b;
+
+ xyz.x = x * 100;
+ xyz.y = y * 100;
+ xyz.z = z * 100;
+
+ XyzConverter::ToColor(color, &xyz);
+ }
+
+ void YxyConverter::ToColorSpace(Rgb *color, Yxy *item) {
+ Xyz xyz;
+
+ XyzConverter::ToColorSpace(color, &xyz);
+ double temp = xyz.x + xyz.y + xyz.z;
+ item->y1 = xyz.y;
+ item->x = (temp == 0) ? 0 : (xyz.x / temp);
+ item->y2 = (temp == 0) ? 0 : (xyz.y / temp);
+ }
+ void YxyConverter::ToColor(Rgb *color, Yxy *item) {
+ Xyz xyz;
+
+ xyz.x = item->x * (item->y1 / item->y2);
+ xyz.y = item->y1;
+ xyz.z = (1 - item->x - item->y2) * (item->y1 / item->y2);
+ XyzConverter::ToColor(color, &xyz);
+ }
+
+ void CmyConverter::ToColorSpace(Rgb *color, Cmy *item) {
+ item->c = 1 - color->r / 255;
+ item->m = 1 - color->g / 255;
+ item->y = 1 - color->b / 255;
+ }
+ void CmyConverter::ToColor(Rgb *color, Cmy *item) {
+ color->r = (1 - item->c) * 255;
+ color->g = (1 - item->m) * 255;
+ color->b = (1 - item->y) * 255;
+ }
+
+ void CmykConverter::ToColorSpace(Rgb *color, Cmyk *item) {
+ Cmy cmy;
+
+ CmyConverter::ToColorSpace(color, &cmy);
+ double k = 1.0;
+ k = std::min(k, cmy.c);
+ k = std::min(k, cmy.m);
+ k = std::min(k, cmy.y);
+
+ item->k = k;
+ if (std::abs(item->k - 1) < 1e-3) {
+ item->c = 0;
+ item->m = 0;
+ item->y = 0;
+ } else {
+ item->c = (cmy.c - k) / (1 - k);
+ item->m = (cmy.m - k) / (1 - k);
+ item->y = (cmy.y - k) / (1 - k);
+ }
+ }
+ void CmykConverter::ToColor(Rgb *color, Cmyk *item) {
+ Cmy cmy;
+
+ cmy.c = item->c * (1 - item->k) + item->k;
+ cmy.m = item->m * (1 - item->k) + item->k;
+ cmy.y = item->y * (1 - item->k) + item->k;
+ CmyConverter::ToColor(color, &cmy);
+ }
+
+ void HsvConverter::ToColorSpace(Rgb *color, Hsv *item) {
+ double r = color->r / 255.0;
+ double g = color->g / 255.0;
+ double b = color->b / 255.0;
+
+ double min = std::min(r, std::min(g, b));
+ double max = std::max(r, std::max(g, b));
+ double delta = max - min;
+
+ item->v = max;
+ item->s = (max > 1e-3) ? (delta / max) : 0;
+
+ if (delta == 0) {
+ item->h = 0;
+ } else {
+ if (r == max) {
+ item->h = (g - b) / delta;
+ } else if (g == max) {
+ item->h = 2 + (b - r) / delta;
+ } else if (b == max) {
+ item->h = 4 + (r - g) / delta;
+ }
+
+ item->h *= 60;
+ item->h = fmod(item->h + 360, 360);
+ }
+ }
+ void HsvConverter::ToColor(Rgb *color, Hsv *item) {
+ int range = (int)floor(item->h / 60);
+ double c = item->v * item->s;
+ double x = c * (1 - std::abs(fmod(item->h / 60, 2) - 1));
+ double m = item->v - c;
+
+ switch (range) {
+ case 0:
+ color->r = (c + m) * 255;
+ color->g = (x + m) * 255;
+ color->b = m * 255;
+ break;
+ case 1:
+ color->r = (x + m) * 255;
+ color->g = (c + m) * 255;
+ color->b = m * 255;
+ break;
+ case 2:
+ color->r = m * 255;
+ color->g = (c + m) * 255;
+ color->b = (x + m) * 255;
+ break;
+ case 3:
+ color->r = m * 255;
+ color->g = (x + m) * 255;
+ color->b = (c + m) * 255;
+ break;
+ case 4:
+ color->r = (x + m) * 255;
+ color->g = m * 255;
+ color->b = (c + m) * 255;
+ break;
+ default: // case 5:
+ color->r = (c + m) * 255;
+ color->g = m * 255;
+ color->b = (x + m) * 255;
+ break;
+ }
+ }
+
+ void HsbConverter::ToColorSpace(Rgb *color, Hsb *item) {
+ Hsv hsv;
+
+ HsvConverter::ToColorSpace(color, &hsv);
+ item->h = hsv.h;
+ item->s = hsv.s;
+ item->b = hsv.v;
+ }
+ void HsbConverter::ToColor(Rgb *color, Hsb *item) {
+ Hsv hsv;
+
+ hsv.h = item->h;
+ hsv.s = item->s;
+ hsv.v = item->b;
+ HsvConverter::ToColor(color, &hsv);
+ }
+
+ void HunterLabConverter::ToColorSpace(Rgb *color, HunterLab *item) {
+ Xyz xyz;
+
+ XyzConverter::ToColorSpace(color, &xyz);
+ item->l = 10.0 * sqrt(xyz.y);
+ item->a = (xyz.y != 0) ? (17.5 * (1.02 * xyz.x - xyz.y) / sqrt(xyz.y)) : 0;
+ item->b = (xyz.y != 0) ? (7.0 * (xyz.y - 0.847 * xyz.z) / sqrt(xyz.y)) : 0;
+ }
+ void HunterLabConverter::ToColor(Rgb *color, HunterLab *item) {
+ double x = (item->a / 17.5) * (item->l / 10.0);
+ double y = item->l * item->l / 100;
+ double z = item->b / 7.0 * item->l / 10.0;
+
+ Xyz xyz((x + y) / 1.02, y, -(z - y) / 0.847);
+ XyzConverter::ToColor(color, &xyz);
+ }
+} // namespace ColorSpace
diff --git a/src/Conversion.h b/src/Conversion.h
new file mode 100644
index 0000000000000000000000000000000000000000..e210feb3a81a37d096777cae79d434be42ff9589
--- /dev/null
+++ b/src/Conversion.h
@@ -0,0 +1,99 @@
+#ifndef RGB_CONVERTER_H
+#define RGB_CONVERTER_H
+
+namespace ColorSpace {
+ struct Rgb;
+ struct Xyz;
+ struct Hsl;
+ struct Lab;
+ struct Lch;
+ struct Luv;
+ struct Yxy;
+ struct Cmy;
+ struct Cmyk;
+ struct Hsv;
+ struct Hsb;
+ struct HunterLab;
+
+ template <typename TColorSpace> struct IConverter {
+ static void ToColorSpace(Rgb *color, TColorSpace *item);
+ static void ToColor(Rgb *color, TColorSpace *item);
+ };
+
+ template <> struct IConverter<Rgb> {
+ static void ToColorSpace(Rgb *color, Rgb *item);
+ static void ToColor(Rgb *color, Rgb *item);
+ };
+ typedef IConverter<Rgb> RgbConverter;
+
+ template <> struct IConverter<Xyz> {
+ static void ToColorSpace(Rgb *color, Xyz *item);
+ static void ToColor(Rgb *color, Xyz *item);
+ static const double eps;
+ static const double kappa;
+ static const Xyz whiteReference;
+ };
+ typedef IConverter<Xyz> XyzConverter;
+
+ template <> struct IConverter<Hsl> {
+ static void ToColorSpace(Rgb *color, Hsl *item);
+ static void ToColor(Rgb *color, Hsl *item);
+ };
+ typedef IConverter<Hsl> HslConverter;
+
+ template <> struct IConverter<Lab> {
+ static void ToColorSpace(Rgb *color, Lab *item);
+ static void ToColor(Rgb *color, Lab *item);
+ };
+ typedef IConverter<Lab> LabConverter;
+
+ template <> struct IConverter<Lch> {
+ static void ToColorSpace(Rgb *color, Lch *item);
+ static void ToColor(Rgb *color, Lch *item);
+ };
+ typedef IConverter<Lch> LchConverter;
+
+ template <> struct IConverter<Luv> {
+ static void ToColorSpace(Rgb *color, Luv *item);
+ static void ToColor(Rgb *color, Luv *item);
+ };
+ typedef IConverter<Luv> LuvConverter;
+
+ template <> struct IConverter<Yxy> {
+ static void ToColorSpace(Rgb *color, Yxy *item);
+ static void ToColor(Rgb *color, Yxy *item);
+ };
+ typedef IConverter<Yxy> YxyConverter;
+
+ template <> struct IConverter<Cmy> {
+ static void ToColorSpace(Rgb *color, Cmy *item);
+ static void ToColor(Rgb *color, Cmy *item);
+ };
+ typedef IConverter<Cmy> CmyConverter;
+
+ template <> struct IConverter<Cmyk> {
+ static void ToColorSpace(Rgb *color, Cmyk *item);
+ static void ToColor(Rgb *color, Cmyk *item);
+ };
+ typedef IConverter<Cmyk> CmykConverter;
+
+ template <> struct IConverter<Hsv> {
+ static void ToColorSpace(Rgb *color, Hsv *item);
+ static void ToColor(Rgb *color, Hsv *item);
+ };
+ typedef IConverter<Hsv> HsvConverter;
+
+ template <> struct IConverter<Hsb> {
+ static void ToColorSpace(Rgb *color, Hsb *item);
+ static void ToColor(Rgb *color, Hsb *item);
+ };
+ typedef IConverter<Hsb> HsbConverter;
+
+ template <> struct IConverter<HunterLab> {
+ static void ToColorSpace(Rgb *color, HunterLab *item);
+ static void ToColor(Rgb *color, HunterLab *item);
+ };
+ typedef IConverter<HunterLab> HunterLabConverter;
+} // namespace ColorSpace
+
+#endif // RGB_CONVERTER_H
diff --git a/src/classy.cpp b/src/classy.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..6b6e5cf880cb50ab9e9de212460be2e9fcdcc2e0
--- /dev/null
+++ b/src/classy.cpp
@@ -0,0 +1,214 @@
+#include <fmt/core.h>
+
+#include <chrono>
+#include <filesystem>
+#include <fstream>
+#include <iostream>
+#include <map>
+#include <opencv2/opencv.hpp>
+#include <random>
+#include <string>
+#include <vector>
+
+#include "ColorSpace.h"
+#include "Comparison.h"
+#include "Conversion.h"
+
+namespace fs = std::filesystem;
+namespace cs = ColorSpace;
+
+class Pixel {
+ public:
+ uchar b, g, r; // 8 bit, 0-255
+ Pixel(uchar b, uchar g, uchar r) {
+ this->b = b;
+ this->g = g;
+ this->r = r;
+ }
+};
+
+template <> struct fmt::formatter<Pixel> {
+ formatter<int> int_formatter;
+ template <typename ParseContext> constexpr auto parse(ParseContext &ctx) { return ctx.begin(); }
+ template <typename FormatContext> auto format(const Pixel &pixel, FormatContext &ctx) {
+ return format_to(ctx.out(), "rgb({},{},{})", pixel.r, pixel.g, pixel.b);
+ }
+};
+
+const auto mappy = std::map<std::string, Pixel>{
+ {"10", Pixel(119, 23, 35)}, // R10
+ {"9", Pixel(101, 16, 18)}, // R9
+ {"8", Pixel(163, 23, 30)}, // R8
+ {"7", Pixel(200, 25, 34)}, // R7
+ {"6", Pixel(178, 53, 31)}, // R6
+ {"5", Pixel(170, 52, 31)}, // R5
+ {"4", Pixel(163, 78, 31)}, // R4
+ {"3", Pixel(164, 116, 40)}, // R3
+ {"2", Pixel(184, 154, 41)}, // R2
+ {"1", Pixel(162, 152, 52)}, // R1
+};
+
+class KMeans {
+ private:
+ std::vector<Pixel> clusterCentres;
+ std::vector<int> clusterCentres_int;
+ std::map<Pixel, int> clusterCount;
+ cv::Mat image;
+ int K;
+
+ public:
+ cv::Mat labels;
+ // Intialise cluster centres as random pixels from the image
+ KMeans(cv::Mat image, int K) {
+ this->image = image;
+ this->K = K;
+ labels = cv::Mat::zeros(cv::Size(image.cols, image.rows), CV_8UC1);
+ for (int i = 0; i < K; i++) {
+ int randRow = random(image.rows - 1);
+ int randCol = random(image.cols - 1);
+ cv::Vec3b bgr_pixel = image.at<cv::Vec3b>(randRow, randCol);
+ uchar b = bgr_pixel[0];
+ uchar g = bgr_pixel[1];
+ uchar r = bgr_pixel[2];
+ clusterCentres.push_back(Pixel(b, g, r));
+ }
+ assignNewClusterCentres();
+ }
+ auto train(int iterations) -> void {
+ // fmt::print("Training...\n");
+ for (int i = 0; i < iterations; i++) {
+ computeCentroids();
+ assignNewClusterCentres();
+ // fmt::print("Training step {} done\n", i);
+ }
+ }
+
+ auto print_colors() -> void {
+ for (Pixel p : clusterCentres) {
+ fmt::print("{}\n", p);
+ }
+ }
+
+ auto get_colors() -> std::vector<Pixel> { return clusterCentres; }
+
+ auto get_distence() -> int { return 1; }
+
+ private:
+ auto assignNewClusterCentres() -> void {
+ for (int r = 0; r < image.rows; r++) {
+ for (int c = 0; c < image.cols; c++) {
+ int centroidLabel = 0;
+ uchar b, g, r1;
+ cv::Vec3b bgr_pixel = image.at<cv::Vec3b>(r, c);
+ b = bgr_pixel[0];
+ g = bgr_pixel[1];
+ r1 = bgr_pixel[2];
+ double distance, min_dist;
+ min_dist = euclideanDistance(clusterCentres[0].b, clusterCentres[0].g, clusterCentres[0].r, b, g, r1);
+ for (int i = 1; i < K; i++) {
+ distance =
+ euclideanDistance(clusterCentres[i].b, clusterCentres[i].g, clusterCentres[i].r, b, g, r1);
+ if (distance < min_dist) {
+ min_dist = distance;
+ centroidLabel = i;
+ labels.at<uchar>(r, c) = (uchar)centroidLabel;
+ }
+ }
+ }
+ }
+ }
+
+ private:
+ auto computeCentroids() -> void {
+ for (int i = 0; i < K; i++) {
+ double mean_b = 0.0, mean_g = 0.0, mean_r = 0.0;
+ int n = 0;
+ for (int r = 0; r < image.rows; r++) {
+ for (int c = 0; c < image.cols; c++) {
+ if (labels.at<uchar>(r, c) == i) {
+ cv::Vec3b bgr_pixel = image.at<cv::Vec3b>(r, c);
+ mean_b += bgr_pixel[0];
+ mean_g += bgr_pixel[1];
+ mean_r += bgr_pixel[2];
+ n++;
+ }
+ }
+ }
+ mean_b /= n;
+ mean_g /= n;
+ mean_r /= n;
+ clusterCentres.at(i) = Pixel(mean_b, mean_g, mean_r);
+ }
+ }
+
+ static auto euclideanDistance(int x1, int y1, int c1, int x2, int y2, int c2) -> double {
+ return sqrt(pow(x1 - x2, 2) + pow(y1 - y2, 2) + pow(c1 - c2, 2));
+ }
+
+ static auto random(int lim) -> int {
+ std::default_random_engine dre(std::chrono::steady_clock::now().time_since_epoch().count());
+ std::uniform_int_distribution<int> uid{0, lim};
+ return uid(dre);
+ }
+};
+
+int main(int argc, char **argv) {
+ std::string imgFileName;
+ std::string outFileName;
+ int nColorVectors = 3;
+ std::vector<std::string> images;
+
+ std::ofstream csv("data.csv");
+ if (!csv) {
+ fmt::print("Error: Could not open file for writing.\n");
+ return 1;
+ }
+
+ if (argc < 1) {
+ fmt::print("Please specify input filename(or path)\n");
+ return 1;
+ }
+ fs::path file = argv[1];
+ if (fs::is_directory(file)) {
+ for (const auto &f : fs::directory_iterator(file)) {
+ images.push_back(f.path().string());
+ }
+ } else if (std::filesystem::is_regular_file(file)) {
+ images.push_back(file.string());
+ } else {
+ fmt::print("Please specify a valid directory");
+ return 1;
+ }
+
+ for (const std::string &image_path : images) {
+ // outFileName = argv[2];
+ auto image = cv::imread(image_path);
+ if (image.empty()) {
+ continue;
+ }
+
+ auto kmeans = KMeans(image, nColorVectors);
+ kmeans.train(10);
+ // kmeans.print_colors();
+
+ auto colors = kmeans.get_colors();
+ auto col = cs::Rgb(colors[0].r, colors[0].g, colors[0].b);
+ // fmt::print("{}\n", image_path);
+ auto biggest = 0;
+ std::string score;
+ for (const auto &[k, c] : mappy) {
+ auto scl = cs::Rgb(c.r, c.g, c.b);
+ fmt::print("{}\n", scl);
+ auto val = cs::Cie2000Comparison::Compare(&scl, &col);
+ if (val > biggest) {
+ biggest = val;
+ score = k;
+ }
+ }
+ // fmt::print("{}\n", score);
+ csv << image_path << ',' << score << '\n';
+ // cv::imwrite(outFileName, image);
+ }
+
+ return 0;
+}
\ No newline at end of file
diff --git a/src/dipper.cpp b/src/dipper.cpp
deleted file mode 100644
index 33a8cf41a680f9b61d598f3103708752f6484f7e..0000000000000000000000000000000000000000
--- a/src/dipper.cpp
+++ /dev/null
@@ -1,61 +0,0 @@
-#include <fmt/core.h>
-
-#include "diplib.h"
-#include "diplib/histogram.h"
-#include "diplib/lookup_table.h"
-#include "diplib/segmentation.h"
-#include "diplib/simple_file_io.h"
-#include "dipviewer.h"
-
-int main(int argc, char **argv) {
- std::string imgFileName;
- std::string outFileName;
- int nColorVectors = 8;
-
- if (argc < 3) {
- fmt::print("Please specify input and output filename(or path)\n");
- return 1;
- }
-
- if (argc == 4) nColorVectors = std::stoi(argv[3]);
-
- imgFileName = argv[1];
- outFileName = argv[2];
-
- dip::Image input = dip::ImageRead(imgFileName);
- input.SetColorSpace("Lab");
-
- // Compute the color histogram.
- dip::Histogram hist(input, {},
- {dip::Histogram::Configuration(0.0, 255.0, 64)});
-
- // Cluster the histogram, the output histogram has a label assigned to each
- // bin. Each label corresponds to one of the clusters.
- dip::uint nClusters = nColorVectors;
- dip::Image histImage = hist.GetImage(); // Copy with shared data
- dip::Image tmp;
- dip::CoordinateArray centers =
- dip::MinimumVariancePartitioning(histImage, tmp, nClusters);
- histImage.Copy(tmp); // Copy 32-bit label image into 64-bit histogram image.
-
- // Find the cluster label for each pixel in the input image.
- dip::Image labels = hist.ReverseLookup(input);
-
- // The `centers` array contains histogram coordinates for each of the centers.
- // We need to convert these coordinates to RGB values by multiplying by 4
- // (=256/64). `centers[ii]` corresponds to label `ii+1`.
- dip::Image lutImage({nClusters + 1}, 3, dip::DT_UINT8);
- lutImage.At(0) = 0; // label 0 doesn't exist
- for (dip::uint ii = 0; ii < nClusters; ++ii) {
- lutImage.At(ii + 1) = {centers[ii][0] * 4, centers[ii][1] * 4,
- centers[ii][2] * 4};
- }
-
- // Finally, we apply our look-up table mapping, painting each label in the
- // image with its corresponding RGB color.
- dip::LookupTable lut(lutImage);
- dip::Image output = lut.Apply(labels);
-// output.SetColorSpace("RGB");
-
- dip::ImageWriteJPEG(output, outFileName);
-}
\ No newline at end of file
diff --git a/src/resume.cpp b/src/resume.cpp
deleted file mode 100644
index fa5a9b980a99dd92f4b6ff7e7f70c5a864cd2927..0000000000000000000000000000000000000000
--- a/src/resume.cpp
+++ /dev/null
@@ -1,152 +0,0 @@
-#include <fmt/core.h>
-
-#include <chrono>
-#include <iostream>
-#include <opencv2/opencv.hpp>
-#include <random>
-#include <vector>
-
-class Pixel {
- public:
- uchar b, g, r; // 8 bit, 0-255
-
- Pixel(uchar b, uchar g, uchar r) {
- this->b = b;
- this->g = g;
- this->r = r;
- }
-};
-
-class KMeans {
- private:
- std::vector<Pixel> clusterCentres;
- cv::Mat image;
- int K;
-
- public:
- cv::Mat labels;
- // Intialise cluster centres as random pixels from the image
- KMeans(cv::Mat image, int K) {
- this->image = image;
- this->K = K;
- labels = cv::Mat::zeros(cv::Size(image.cols, image.rows), CV_8UC1);
- for (int i = 0; i < K; i++) {
- int randRow = random(image.rows - 1);
- int randCol = random(image.cols - 1);
- cv::Vec3b bgr_pixel = image.at<cv::Vec3b>(randRow, randCol);
- uchar b = bgr_pixel[0];
- uchar g = bgr_pixel[1];
- uchar r = bgr_pixel[2];
- clusterCentres.push_back(Pixel(b, g, r));
- }
- assignNewClusterCentres();
- }
- void train(int iterations) {
- fmt::print("Training...\n");
- for (int i = 0; i < iterations; i++) {
- computeCentroids();
- assignNewClusterCentres();
- fmt::print("Training step {} done\n", i);
- }
- }
-
- void convert() {
- for (int r = 0; r < image.rows; r++) {
- for (int c = 0; c < image.cols; c++) {
- Pixel p = clusterCentres.at(labels.at<uchar>(r, c));
- cv::Vec3b bgr_pixel(p.b, p.g, p.r);
- image.at<cv::Vec3b>(r, c) = bgr_pixel;
- }
- }
- }
-
- private:
- void assignNewClusterCentres() {
- for (int r = 0; r < image.rows; r++) {
- for (int c = 0; c < image.cols; c++) {
- int centroidLabel = 0;
- uchar b, g, r1;
- cv::Vec3b bgr_pixel = image.at<cv::Vec3b>(r, c);
- b = bgr_pixel[0];
- g = bgr_pixel[1];
- r1 = bgr_pixel[2];
- double distance, min_dist;
- min_dist = euclideanDistance(clusterCentres[0].b, clusterCentres[0].g,
- clusterCentres[0].r, b, g, r1);
- for (int i = 1; i < K; i++) {
- distance = euclideanDistance(clusterCentres[i].b, clusterCentres[i].g,
- clusterCentres[i].r, b, g, r1);
- if (distance < min_dist) {
- min_dist = distance;
- centroidLabel = i;
- labels.at<uchar>(r, c) = (uchar)centroidLabel;
- }
- }
- }
- }
- }
-
- private:
- void computeCentroids() {
- for (int i = 0; i < K; i++) {
- double mean_b = 0.0, mean_g = 0.0, mean_r = 0.0;
- int n = 0;
- for (int r = 0; r < image.rows; r++) {
- for (int c = 0; c < image.cols; c++) {
- if (labels.at<uchar>(r, c) == i) {
- cv::Vec3b bgr_pixel = image.at<cv::Vec3b>(r, c);
- mean_b += bgr_pixel[0];
- mean_g += bgr_pixel[1];
- mean_r += bgr_pixel[2];
- n++;
- }
- }
- }
- mean_b /= n;
- mean_g /= n;
- mean_r /= n;
- clusterCentres.at(i) = Pixel(mean_b, mean_g, mean_r);
- }
- }
-
- static double euclideanDistance(int x1, int y1, int c1, int x2, int y2, int c2) {
- return sqrt(pow(x1 - x2, 2) + pow(y1 - y2, 2) + pow(c1 - c2, 2));
- }
-
- static int random(int lim) {
- std::default_random_engine dre(std::chrono::steady_clock::now()
- .time_since_epoch()
- .count()); // provide seed
- std::uniform_int_distribution<int> uid{
- 0, lim}; // help dre to generate nos from 0 to lim (lim included);
- return uid(
- dre); // pass dre as an argument to uid to generate the random no
- }
-};
-
-int main(int argc, char **argv) {
- std::string imgFileName;
- std::string outFileName;
- int nColorVectors = 64;
-
- if (argc < 3) {
- fmt::print("Please specify input and output filename(or path)\n");
- return 1;
- }
-
- if (argc == 4) nColorVectors = std::stoi(argv[3]);
-
- imgFileName = argv[1];
- outFileName = argv[2];
- cv::Mat image;
- image = cv::imread(imgFileName);
-
- if (image.empty()) return -1;
-
- KMeans kmeans(image, nColorVectors);
- kmeans.train(10);
- kmeans.convert();
- cv::imwrite(outFileName, image);
-
- return 0;
-}
\ No newline at end of file
diff --git a/xmake.lua b/xmake.lua
index 7f820ee15ec93006fe3b5c71bcd56da4360f4f40..842af5bccdece124ece778e71961157016a3599e 100644
--- a/xmake.lua
+++ b/xmake.lua
@@ -2,21 +2,15 @@ set_languages("cxx20")
add_rules("mode.debug", "mode.release")
set_optimize("fastest")
-add_includedirs("/usr/include", "/usr/local/include")
-add_linkdirs("/usr/local/lib", "/usr/lib")
--- add_cxflags("-stdlib", "-fno-strict-aliasing")
--- add_ldflags("-L/usr/local/lib", "-lpthread", {force = true})
+-- add_includedirs("/opt/libtorch/include", "/usr/local/include", "/usr/include")
+-- add_linkdirs("/opt/libtorch/lib", "/usr/local/lib", "/usr/lib")
+add_cxflags("-fno-strict-aliasing", "-DDEBUG")
+-- add_ldflags("-fuse-ld=mold", "-lpthread", {force = true})
-add_requires("opencv", {system = true})
-add_requires("fmt", {system = true})
-add_requires("DIP", {system = true})
+add_requires("opencv")
+add_requires("fmt")
-target("resume")
+target("classy")
set_kind("binary")
- add_files("src/resume.cpp")
+ add_files("src/*.cpp")
add_packages("opencv", "fmt")
-
-target("dipper")
- set_kind("binary")
- add_files("src/dipper.cpp")
- add_packages("fmt", "DIP")
\ No newline at end of file