[DIP] Add benchmark for OpenCV rotation operation.

Author: taiqzheng

benchmarks/ImageProcessing/CMakeLists.txt

@@ -125,6 +125,7 @@ target_link_libraries(image-processing-benchmark
 add_executable(image-processing-rotate-benchmark
   MainRotate.cpp 
   BuddyRotate2DBenchmark.cpp
+  OpenCVRotate2DBenchmark.cpp
   )
 
 target_include_directories(image-processing-rotate-benchmark

benchmarks/ImageProcessing/MainRotate.cpp

@@ -22,10 +22,13 @@
 #include <stdexcept>
 
 void initializeBuddyRotate2D(char **);
+void initializeOpenCVRotate2D(char **);
 
 void generateResultBuddyRotate2D();  
+void generateResultOpenCVRotate2D();
 
 void registerBenchmarkBuddyRotate2D();
+void registerBenchmarkOpenCVRotate2D();
 
 // Run benchmarks.
 int main(int argc, char **argv) {
@@ -37,18 +40,22 @@ int main(int argc, char **argv) {
         "image path provides path of the image to be processed, Rotate option "
         "available are DEGREE, RADIAN. "
         "RotateAngle accepts a "
-        "float number for Rotate option.\n");
+        "float number for Rotate option."
+        "OpenCV rotate() only supports 90, 180 and 270 degree.\n");
   }
 
   initializeBuddyRotate2D(argv);
+  initializeOpenCVRotate2D(argv);
 
   registerBenchmarkBuddyRotate2D();
+  registerBenchmarkOpenCVRotate2D();
 
   ::benchmark::Initialize(&argc, argv);
   ::benchmark::RunSpecifiedBenchmarks();
 
   // Generate result image.
   generateResultBuddyRotate2D();
+  generateResultOpenCVRotate2D();
 
   return 0;
 }

benchmarks/ImageProcessing/OpenCVRotate2DBenchmark.cpp

@@ -0,0 +1,122 @@
+//===- OpenCVRotate2DBenchmark.cpp ----------------------------------------===//
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+//===----------------------------------------------------------------------===//
+//
+// This file implements the benchmark for OpenCV's Rotate Operations.
+//
+//===----------------------------------------------------------------------===//
+
+#include <benchmark/benchmark.h>
+#include <opencv2/opencv.hpp>
+
+using namespace cv;
+using namespace std;
+
+// Declare input and output image.
+Mat inputImageOpenCVRotate2D, outputImageOpenCVRotate2D;
+
+// Define the angle.
+int OpenCVRotate2DAngle;
+
+// Define sizes of input.
+intptr_t sizesInputOpenCVRotate2D[2];
+cv::Size sizesOutputOpenCVRotate2D;
+
+// Declare Angle option supported.
+enum AngleOption { ANGLE_DEGREE, ANGLE_RADIAN };
+
+// Define Angle option selected.
+AngleOption OpenCVAngleType;
+
+// Define OpenCV Rotate option.
+cv::RotateFlags RotateFlag = cv::ROTATE_90_CLOCKWISE;
+
+// Define the OpenCV Rotate benchmark option.
+bool OpenCVRunRotate = true;
+
+void initializeOpenCVRotate2D(char **argv) {
+  inputImageOpenCVRotate2D = imread(argv[1], IMREAD_GRAYSCALE);
+
+  sizesInputOpenCVRotate2D[0] = inputImageOpenCVRotate2D.rows;
+  sizesInputOpenCVRotate2D[1] = inputImageOpenCVRotate2D.cols;
+
+  if (static_cast<string>(argv[2]) == "DEGREE") {
+    OpenCVAngleType = ANGLE_DEGREE;
+  } else {
+    OpenCVAngleType = ANGLE_RADIAN;
+  }
+
+  std::string argAngle = argv[3];
+  try {
+    OpenCVRotate2DAngle = std::stoi(argAngle);
+    OpenCVRotate2DAngle = OpenCVRotate2DAngle % 360;
+  } catch (const std::exception& e) {
+    cout << "OpenCV rotate() support three ways: 90 degrees clockwise, 180 degrees clockwise, 270 degrees clockwise." << endl;
+  }
+  if (OpenCVRotate2DAngle == 90) {
+    RotateFlag = cv::ROTATE_90_CLOCKWISE;
+  } else if (OpenCVRotate2DAngle == 180) {
+    RotateFlag = cv::ROTATE_180;
+  } else if (OpenCVRotate2DAngle == 270) {
+    RotateFlag = cv::ROTATE_90_COUNTERCLOCKWISE;
+  } else {
+    OpenCVRunRotate = false;
+  }
+}
+
+// Benchmarking function.
+static void OpenCV_Rotate2D_ANGLE_DEGREE(benchmark::State &state) {
+  for (auto _ : state) {
+    for (int i = 0; i < state.range(0); ++i) {
+        cv::rotate(inputImageOpenCVRotate2D, outputImageOpenCVRotate2D, RotateFlag);
+    }
+  }
+}
+
+// Register benchmarking function.
+void registerBenchmarkOpenCVRotate2D() {
+  if (OpenCVAngleType == ANGLE_DEGREE && OpenCVRunRotate == true) {
+    BENCHMARK(OpenCV_Rotate2D_ANGLE_DEGREE)
+        ->Arg(1)
+        ->Unit(benchmark::kMillisecond);
+  } 
+}
+
+// Generate result image.
+void generateResultOpenCVRotate2D() {
+  // Run the resize 2D operation.
+  if (OpenCVAngleType == ANGLE_DEGREE && OpenCVRunRotate == true) {
+    cv::rotate(inputImageOpenCVRotate2D, outputImageOpenCVRotate2D, OpenCVRotate2DAngle);
+
+    // Choose a PNG compression level
+    vector<int> compressionParams;
+    compressionParams.push_back(IMWRITE_PNG_COMPRESSION);
+    compressionParams.push_back(9);
+
+    // Write output to PNG.
+    bool result = false;
+    try {
+        result =
+            imwrite("ResultOpenCVRotate2D.png", outputImageOpenCVRotate2D, compressionParams);
+    } catch (const cv::Exception &ex) {
+        fprintf(stderr, "Exception converting image to PNG format: %s\n",
+                ex.what());
+    }
+    if (result)
+        cout << "Saved PNG file." << endl;
+    else
+        cout << "ERROR: Can't save PNG file." << endl;
+  } 
+}