diff --git a/modules/imgproc/perf/opencl/perf_filters.cpp b/modules/imgproc/perf/opencl/perf_filters.cpp
index b4e29ae67f..a179f7d009 100644
--- a/modules/imgproc/perf/opencl/perf_filters.cpp
+++ b/modules/imgproc/perf/opencl/perf_filters.cpp
@@ -313,6 +313,62 @@ OCL_PERF_TEST_P(Filter2DFixture, Filter2D,
     SANITY_CHECK(dst, eps);
 }
 
+///////////// SepFilter2D /////////////
+
+typedef FilterFixture OCL_SepFilter2D;
+
+PERF_TEST_P_(OCL_SepFilter2D, SepFilter2D)
+{
+    const FilterParams& params = GetParam();
+    const Size srcSize = get<0>(params);
+    const int type = get<1>(params), ksize = get<2>(params);
+
+    checkDeviceMaxMemoryAllocSize(srcSize, type);
+
+    UMat src(srcSize, type), dst(srcSize, type);
+    declare.in(src, WARMUP_RNG).out(dst);
+
+    Mat kernelX(1, ksize, CV_32FC1);
+    randu(kernelX, -3.0, 3.0);
+    Mat kernelY(1, ksize, CV_32FC1);
+    randu(kernelY, -3.0, 3.0);
+
+    OCL_TEST_CYCLE() cv::sepFilter2D(src, dst, -1, kernelX, kernelY, cv::Point(-1, -1), 1.0f, cv::BORDER_CONSTANT);
+
+    SANITY_CHECK_NOTHING();
+}
+
+PERF_TEST_P_(OCL_SepFilter2D, SepFilter2D_BitExact)
+{
+    const FilterParams& params = GetParam();
+    const Size srcSize = get<0>(params);
+    const int type = get<1>(params), ksize = get<2>(params);
+
+    checkDeviceMaxMemoryAllocSize(srcSize, type);
+
+    UMat src(srcSize, type), dst(srcSize, type);
+    declare.in(src, WARMUP_RNG).out(dst);
+
+    Mat kernelX(1, ksize, CV_32SC1);
+    randu(kernelX, -16.0, 16.0);
+    kernelX.convertTo(kernelX, CV_32FC1, 1/16.0f, 0);
+    Mat kernelY(1, ksize, CV_32SC1);
+    randu(kernelY, -16.0, 16.0);
+    kernelY.convertTo(kernelY, CV_32FC1, 1/16.0f, 0);
+
+    OCL_TEST_CYCLE() cv::sepFilter2D(src, dst, -1, kernelX, kernelY, cv::Point(-1, -1), 1.0f, cv::BORDER_CONSTANT);
+
+    SANITY_CHECK_NOTHING();
+}
+
+INSTANTIATE_TEST_CASE_P(/*nothing*/, OCL_SepFilter2D,
+    ::testing::Combine(
+        ::testing::Values(sz1080p),
+        OCL_TEST_TYPES,
+        OCL_PERF_ENUM(3, 5, 7, 9, 11)
+    )
+);
+
 ///////////// Bilateral ////////////////////////
 
 typedef TestBaseWithParam<Size> BilateralFixture;
diff --git a/modules/imgproc/test/ocl/test_sepfilter2d.cpp b/modules/imgproc/test/ocl/test_sepfilter2d.cpp
index 9b1f1690ae..12f247ed36 100644
--- a/modules/imgproc/test/ocl/test_sepfilter2d.cpp
+++ b/modules/imgproc/test/ocl/test_sepfilter2d.cpp
@@ -73,7 +73,7 @@ PARAM_TEST_CASE(SepFilter2D, MatDepth, Channels, BorderType, bool, bool)
         useRoi = GET_PARAM(4);
     }
 
-    void random_roi()
+    void random_roi(bool bitExact)
     {
         Size ksize = randomSize(kernelMinSize, kernelMaxSize);
         if (1 != ksize.width % 2)
@@ -81,11 +81,19 @@ PARAM_TEST_CASE(SepFilter2D, MatDepth, Channels, BorderType, bool, bool)
         if (1 != ksize.height % 2)
             ksize.height++;
 
-        Mat temp = randomMat(Size(ksize.width, 1), CV_MAKE_TYPE(CV_32F, 1), -MAX_VALUE, MAX_VALUE);
+        Mat temp = randomMat(Size(ksize.width, 1), CV_32FC1, -0.5, 1.0);
         cv::normalize(temp, kernelX, 1.0, 0.0, NORM_L1);
-        temp = randomMat(Size(1, ksize.height),  CV_MAKE_TYPE(CV_32F, 1), -MAX_VALUE, MAX_VALUE);
+        temp = randomMat(Size(1, ksize.height), CV_32FC1, -0.5, 1.0);
         cv::normalize(temp, kernelY, 1.0, 0.0, NORM_L1);
 
+        if (bitExact)
+        {
+            kernelX.convertTo(temp, CV_32S, 256);
+            temp.convertTo(kernelX, CV_32F, 1.0 / 256);
+            kernelY.convertTo(temp, CV_32S, 256);
+            temp.convertTo(kernelY, CV_32F, 1.0 / 256);
+        }
+
         Size roiSize = randomSize(ksize.width, MAX_VALUE, ksize.height, MAX_VALUE);
         Border srcBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
         randomSubMat(src, src_roi, roiSize, srcBorder, type, -MAX_VALUE, MAX_VALUE);
@@ -96,6 +104,11 @@ PARAM_TEST_CASE(SepFilter2D, MatDepth, Channels, BorderType, bool, bool)
         anchor.x = anchor.y = -1;
         delta = randomDouble(-100, 100);
 
+        if (bitExact)
+        {
+            delta = (int)(delta * 256) / 256.0;
+        }
+
         UMAT_UPLOAD_INPUT_PARAMETER(src);
         UMAT_UPLOAD_OUTPUT_PARAMETER(dst);
     }
@@ -110,7 +123,7 @@ OCL_TEST_P(SepFilter2D, Mat)
 {
     for (int j = 0; j < test_loop_times + 3; j++)
     {
-        random_roi();
+        random_roi(false);
 
         OCL_OFF(cv::sepFilter2D(src_roi, dst_roi, -1, kernelX, kernelY, anchor, delta, borderType));
         OCL_ON(cv::sepFilter2D(usrc_roi, udst_roi, -1, kernelX, kernelY, anchor, delta, borderType));
@@ -119,6 +132,22 @@ OCL_TEST_P(SepFilter2D, Mat)
     }
 }
 
+OCL_TEST_P(SepFilter2D, Mat_BitExact)
+{
+    for (int j = 0; j < test_loop_times + 3; j++)
+    {
+        random_roi(true);
+
+        OCL_OFF(cv::sepFilter2D(src_roi, dst_roi, -1, kernelX, kernelY, anchor, delta, borderType));
+        OCL_ON(cv::sepFilter2D(usrc_roi, udst_roi, -1, kernelX, kernelY, anchor, delta, borderType));
+
+        if (src_roi.depth() < CV_32F)
+            Near(0.0);
+        else
+            Near(1e-3);
+    }
+}
+
 OCL_INSTANTIATE_TEST_CASE_P(ImageProc, SepFilter2D,
                             Combine(
                                 Values(CV_8U, CV_32F),