Merge remote-tracking branch 'upstream/3.4' into merge-3.4

cmake/OpenCVDetectInferenceEngine.cmake

@@ -129,9 +129,9 @@ endif()
 
 if(INF_ENGINE_TARGET)
   if(NOT INF_ENGINE_RELEASE)
-    message(WARNING "InferenceEngine version has not been set, 2020.4 will be used by default. Set INF_ENGINE_RELEASE variable if you experience build errors.")
+    message(WARNING "InferenceEngine version has not been set, 2021.1 will be used by default. Set INF_ENGINE_RELEASE variable if you experience build errors.")
   endif()
-  set(INF_ENGINE_RELEASE "2020040000" CACHE STRING "Force IE version, should be in form YYYYAABBCC (e.g. 2020.1.0.2 -> 2020010002)")
+  set(INF_ENGINE_RELEASE "2021010000" CACHE STRING "Force IE version, should be in form YYYYAABBCC (e.g. 2020.1.0.2 -> 2020010002)")
   set_target_properties(${INF_ENGINE_TARGET} PROPERTIES
     INTERFACE_COMPILE_DEFINITIONS "HAVE_INF_ENGINE=1;INF_ENGINE_RELEASE=${INF_ENGINE_RELEASE}"
   )

cmake/OpenCVFindOpenBLAS.cmake

@@ -57,7 +57,7 @@ SET(Open_BLAS_INCLUDE_SEARCH_PATHS
 )
 
 SET(Open_BLAS_LIB_SEARCH_PATHS
-        $ENV{OpenBLAS}cd
+        $ENV{OpenBLAS}
         $ENV{OpenBLAS}/lib
         $ENV{OpenBLAS_HOME}
         $ENV{OpenBLAS_HOME}/lib

doc/CMakeLists.txt

@@ -145,9 +145,23 @@ if(DOXYGEN_FOUND)
   set(tutorial_js_path "${CMAKE_CURRENT_SOURCE_DIR}/js_tutorials")
   set(example_path "${CMAKE_SOURCE_DIR}/samples")
 
+  set(doxygen_image_path
+      ${CMAKE_CURRENT_SOURCE_DIR}/images
+      ${paths_doc}
+      ${tutorial_path}
+      ${tutorial_py_path}
+      ${tutorial_js_path}
+      ${paths_tutorial}
+      #${OpenCV_SOURCE_DIR}/samples/data         # TODO: need to resolve ambiguous conflicts first
+      ${OpenCV_SOURCE_DIR}
+      ${OpenCV_SOURCE_DIR}/modules               # <opencv>/modules
+      ${OPENCV_EXTRA_MODULES_PATH}               # <opencv_contrib>/modules
+      ${OPENCV_DOCS_EXTRA_IMAGE_PATH}            # custom variable for user modules
+  )
+
   # set export variables
   string(REPLACE ";" " \\\n" CMAKE_DOXYGEN_INPUT_LIST "${rootfile} ; ${faqfile} ; ${paths_include} ; ${paths_hal_interface} ; ${paths_doc} ; ${tutorial_path} ; ${tutorial_py_path} ; ${tutorial_js_path} ; ${paths_tutorial} ; ${tutorial_contrib_root}")
-  string(REPLACE ";" " \\\n" CMAKE_DOXYGEN_IMAGE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/images ; ${paths_doc} ; ${tutorial_path} ; ${tutorial_py_path} ; ${tutorial_js_path} ; ${paths_tutorial}")
+  string(REPLACE ";" " \\\n" CMAKE_DOXYGEN_IMAGE_PATH "${doxygen_image_path}")
   string(REPLACE ";" " \\\n" CMAKE_DOXYGEN_EXCLUDE_LIST "${CMAKE_DOXYGEN_EXCLUDE_LIST}")
   string(REPLACE ";" " " CMAKE_DOXYGEN_ENABLED_SECTIONS "${CMAKE_DOXYGEN_ENABLED_SECTIONS}")
   # TODO: remove paths_doc from EXAMPLE_PATH after face module tutorials/samples moved to separate folders

doc/py_tutorials/py_imgproc/py_thresholding/py_thresholding.markdown

@@ -48,7 +48,7 @@ titles = ['Original Image','BINARY','BINARY_INV','TRUNC','TOZERO','TOZERO_INV']
 images = [img, thresh1, thresh2, thresh3, thresh4, thresh5]
 
 for i in xrange(6):
-    plt.subplot(2,3,i+1),plt.imshow(images[i],'gray')
+    plt.subplot(2,3,i+1),plt.imshow(images[i],'gray',vmin=0,vmax=255)
     plt.title(titles[i])
     plt.xticks([]),plt.yticks([])
 

doc/tutorials/video/background_subtraction/background_subtraction.markdown

@@ -32,8 +32,7 @@ In this tutorial you will learn how to:
 -#  Create and update the background model by using @ref cv::BackgroundSubtractor class;
 -#  Get and show the foreground mask by using @ref cv::imshow ;
 
-Code
+### Code
-----
 
 In the following you can find the source code. We will let the user choose to process either a video
 file or a sequence of images.

doc/tutorials/videoio/video-input-psnr-ssim/video_input_psnr_ssim.markdown

@@ -126,8 +126,7 @@ captRefrnc.set(CAP_PROP_POS_FRAMES, 10); // go to the 10th frame of the video
 For properties you can read and change look into the documentation of the @ref cv::VideoCapture::get and
 @ref cv::VideoCapture::set functions.
 
-Image similarity - PSNR and SSIM
+### Image similarity - PSNR and SSIM
---------------------------------
 
 We want to check just how imperceptible our video converting operation went, therefore we need a
 system to check frame by frame the similarity or differences. The most common algorithm used for
@@ -145,15 +144,15 @@ Here the \f$MAX_I\f$ is the maximum valid value for a pixel. In case of the simp
 per pixel per channel this is 255. When two images are the same the MSE will give zero, resulting in
 an invalid divide by zero operation in the PSNR formula. In this case the PSNR is undefined and as
 we'll need to handle this case separately. The transition to a logarithmic scale is made because the
-pixel values have a very wide dynamic range. All this translated to OpenCV and a C++ function looks
+pixel values have a very wide dynamic range. All this translated to OpenCV and a function looks
 like:
 
 @add_toggle_cpp
-@include cpp/tutorial_code/videoio/video-input-psnr-ssim/video-input-psnr-ssim.cpp get-psnr
+@snippet cpp/tutorial_code/videoio/video-input-psnr-ssim/video-input-psnr-ssim.cpp get-psnr
 @end_toggle
 
 @add_toggle_python
-@include samples/python/tutorial_code/videoio/video-input-psnr-ssim.py get-psnr
+@snippet samples/python/tutorial_code/videoio/video-input-psnr-ssim.py get-psnr
 @end_toggle
 
 Typically result values are anywhere between 30 and 50 for video compression, where higher is
@@ -172,11 +171,11 @@ implementation below.
     Transactions on Image Processing, vol. 13, no. 4, pp. 600-612, Apr. 2004." article.
 
 @add_toggle_cpp
-@include cpp/tutorial_code/videoio/video-input-psnr-ssim/video-input-psnr-ssim.cpp get-mssim
+@snippet samples/cpp/tutorial_code/videoio/video-input-psnr-ssim/video-input-psnr-ssim.cpp get-mssim
 @end_toggle
 
 @add_toggle_python
-@include samples/python/tutorial_code/videoio/video-input-psnr-ssim.py get-mssim
+@snippet samples/python/tutorial_code/videoio/video-input-psnr-ssim.py get-mssim
 @end_toggle
 
 This will return a similarity index for each channel of the image. This value is between zero and

doc/tutorials/videoio/video-write/video_write.markdown

@@ -63,7 +63,7 @@ specialized video writing libraries such as *FFMpeg* or codecs as *HuffYUV*, *Co
 an alternative, create the video track with OpenCV and expand it with sound tracks or convert it to
 other formats by using video manipulation programs such as *VirtualDub* or *AviSynth*.
 
-The *VideoWriter* class
+The VideoWriter class
 -----------------------
 
 The content written here builds on the assumption you

modules/dnn/src/op_inf_engine.hpp

@@ -27,10 +27,11 @@
 #define INF_ENGINE_RELEASE_2020_2 2020020000
 #define INF_ENGINE_RELEASE_2020_3 2020030000
 #define INF_ENGINE_RELEASE_2020_4 2020040000
+#define INF_ENGINE_RELEASE_2021_1 2021010000
 
 #ifndef INF_ENGINE_RELEASE
-#warning("IE version have not been provided via command-line. Using 2020.4 by default")
+#warning("IE version have not been provided via command-line. Using 2021.1 by default")
-#define INF_ENGINE_RELEASE INF_ENGINE_RELEASE_2020_4
+#define INF_ENGINE_RELEASE INF_ENGINE_RELEASE_2021_1
 #endif
 
 #define INF_ENGINE_VER_MAJOR_GT(ver) (((INF_ENGINE_RELEASE) / 10000) > ((ver) / 10000))