Fix mistake into the reprojectImageTo3D doc. Backport from #25083 PR.

…s with 5.x

Partially backport C API removal in imgproc module to reduce conflicts with 5.x

See issue #25112

Update net_impl.cpp and net.cpp to fix the first part of #25112

* follow the message

Use std::priority_queue in inpaint function for performance improvement #25122

In `cv::inpaint` implementation, it uses a priority queue with O(n) time linear search. For large images it is very slow.
I replaced it with C++'s standard library `std::priority_queue`, that uses O(log(n)) algorithm.
In my use case, it is x10 faster than the original.

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Fixed ReduceMean layer behaviour #25120

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https://github.com/microsoft/onnxruntime/blob/a93c31e3c9971063d8dfe45a627a80cbdcf99ed9/onnxruntime/core/providers/cpu/reduction/reduction_ops.cc#L433-L443

build: suppress warning ARM64 + Visual Studio build

A small rectification space mistake in README.md

Zlib upgrade to version 1.3.1 #25123

Upgrade zlib dependency from 1.3.0 to 1.3.1

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Co-authored-by: Misha Klatis <misha.klatis@autodesk.com>

Partially back-port #25075 to 4.x

Documentation transition to fresh Doxygen #25042

* current Doxygen version is 1.10, but we will use 1.9.8 for now due to issue with snippets (doxygen/doxygen#10584)
* Doxyfile adapted to new version
* MathJax updated to 3.x
* `@relates` instructions removed temporarily due to issue in Doxygen (to avoid warnings)
* refactored matx.hpp - extracted matx.inl.hpp
* opencv_contrib - opencv/opencv_contrib#3638

calib3d: doc: remove C API link (For 4.x) #25141

Related to #25140 (for 4.x)

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Backport some highgui changes from #22754

doc: removed duplicated markdown file

Avoid copy of ONNX graph during import

…mations-in-ChessBoardDetector-generateQuads-2

Improve contours approximations in ChessBoardDetector::generateQuads

G-API: A quick value-initialization support GMat #25055

This PR enables `GMat` objects to be value-initialized in the same way as it was done for `GScalar`s (and, possibly, other types).

- Added some helper methods in backends to distinguish if a certain G-type value initialization is supported or not;
- Added tests, including negative.

Where it is needed:

- Further extension of the OVCV backend (#24379 - will be refreshed soon);
- Further experiments with DNN module;
- Further experiments with "G-API behind UMat" sort of aggregation.

In the current form, PR can be reviewed & merged (@TolyaTalamanov please have a look)

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… been found

doc: auto-enabling DOT support in documentation if dot executable has been found

imgproc: contours C-API cleanup

Fix race condition in InternalFFMpegRegister initialization. #25419

initLogger_ does not check if the logger has been initizalized before and it might initialize it several times from different threads, racing with other threads that are logging.

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Bump libwebp to v1.4.0

imgproc: sync boundingRect function with 5.x

imgproc: approx C-API cleanup

Conformance test denylist reduce #25442

Comment out all passing tests in `test_onnx_conformance_layer_filter_opencv_all_denylist.inl.hpp` file. 


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apps: createsamples: fix comment to remove last backslash #25445

Close #25403

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Replaced caffe model with onnx for colorization sample #25433

#25006

Improved sample for colorization with onnx model in cpp and python. Added a demo image in data folder for testing

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Fix build for Windows: bad var names in testdata generator

Added FaceDetectorYN to OpenCV JS API

core: fix `Core_GEMM.accuracy` failure on recent macOS

Fix for IPP 2021.10 with OneAPI 2024 #25317

fixes #25270

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Remove unnecessary FIXIT section in grfmt_tiff.cpp #25447

No int64/uint64 is used in the code anymore.

grfmt_tiff.hpp includes the tiff.h header inside of the tiff_dummy_namespace declaration. One implication of this is that all namespaced declarations made in tiff.h become qualified with tiff_dummy_namespace::.

Because tiff.h includes standard library headers, the std namespace declarations are converted to tiff_dummy_namespace::std declarations.

Subsequently, grfmt_tiff.hpp declares using namespace tiff_dummy_namespace;.

This can lead to an ambiguity error during the resolution of the std namespace.

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Add cv::currentUIFramework #25354

issue #25329

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5.x core: sync changes that drop some member functions in class hfloat

CI pipeline with Windows 10 ARM64 for 5.x #25428

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…reduce

Comments for parser denylist #25465

Relates to #21078

This PR is designed to figure out why the test in `test_onnx_conformance_layer_parser_denylist.inl.hpp` fails. Currently, conformance tests do not pass for the following reasons:

1. BOOL, INT(8, 16) types are not supported **(MAJOR)**
2. Some layers can not be created due to various reasons  **(MAJOR)**
3. Shape mismatches while creating layers  **(MAJOR)**
4. Some layers are expected to support dynamic parameter initialization  **(MAJOR)**
5. Some layers are expected to receive weight as inputs (no idea why that is needed)   **(MAJOR)**
6. Other unknown reasons

 **(MAJOR)** - These are the most frequently encountered reasons for test failure.

The style of comments is not consistent everywhere. Let's keep this PR without merging, just for our reference.
A couple of tests are commented on since they have passed on the MacOS platform.

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0/1D test for BatchNorm layer #25420

This PR introduces support for 0/1D inputs in `BatchNorm` layer.

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Add logs of test failure to test_onnx_conformance_layer_filter_opencv_all_denylist.inl.hpp #25480

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This PR add logs to test failures to  `test_onnx_conformance_layer_filter_opencv_all_denylist.inl.hpp` and it continuation of #25442

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