diff --git a/modules/imgproc/src/filter.cpp b/modules/imgproc/src/filter.cpp
index 024f611ffb..c49f23efa5 100644
--- a/modules/imgproc/src/filter.cpp
+++ b/modules/imgproc/src/filter.cpp
@@ -3385,7 +3385,7 @@ static bool ocl_sepRowFilter2D(const UMat & src, UMat & buf, const Mat & kernelX
     return k.run(2, globalsize, localsize, false);
 }
 
-static bool ocl_sepColFilter2D(const UMat & buf, UMat & dst, const Mat & kernelY, int anchor)
+static bool ocl_sepColFilter2D(const UMat & buf, UMat & dst, const Mat & kernelY, double delta, int anchor)
 {
     bool doubleSupport = ocl::Device::getDefault().doubleFPConfig() > 0;
     if (dst.depth() == CV_64F && !doubleSupport)
@@ -3420,7 +3420,8 @@ static bool ocl_sepColFilter2D(const UMat & buf, UMat & dst, const Mat & kernelY
     if (k.empty())
         return false;
 
-    k.args(ocl::KernelArg::ReadOnly(buf), ocl::KernelArg::WriteOnly(dst));
+    k.args(ocl::KernelArg::ReadOnly(buf), ocl::KernelArg::WriteOnly(dst),
+           static_cast<float>(delta));
 
     return k.run(2, globalsize, localsize, false);
 }
@@ -3429,7 +3430,7 @@ const int optimizedSepFilterLocalSize = 16;
 
 static bool ocl_sepFilter2D_SinglePass(InputArray _src, OutputArray _dst,
                                        Mat row_kernel, Mat col_kernel,
-                                       int borderType, int ddepth)
+                                       double delta, int borderType, int ddepth)
 {
     Size size = _src.size(), wholeSize;
     Point origin;
@@ -3477,7 +3478,8 @@ static bool ocl_sepFilter2D_SinglePass(InputArray _src, OutputArray _dst,
     src.locateROI(wholeSize, origin);
 
     k.args(ocl::KernelArg::PtrReadOnly(src), (int)src_step, src_offset_x, src_offset_y,
-           wholeSize.height, wholeSize.width, ocl::KernelArg::WriteOnly(dst));
+           wholeSize.height, wholeSize.width, ocl::KernelArg::WriteOnly(dst),
+           static_cast<float>(delta));
 
     return k.run(2, gt2, lt2, false);
 }
@@ -3489,9 +3491,6 @@ static bool ocl_sepFilter2D( InputArray _src, OutputArray _dst, int ddepth,
     const ocl::Device & d = ocl::Device::getDefault();
     Size imgSize = _src.size();
 
-    if (abs(delta)> FLT_MIN)
-        return false;
-
     int type = _src.type(), sdepth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type);
     if (cn > 4)
         return false;
@@ -3511,7 +3510,8 @@ static bool ocl_sepFilter2D( InputArray _src, OutputArray _dst, int ddepth,
                 imgSize.height > optimizedSepFilterLocalSize + (kernelY.cols >> 1) &&
                 (!(borderType & BORDER_ISOLATED) || _src.offset() == 0) && anchor == Point(-1, -1) &&
                 (d.isIntel() || (d.isAMD() && !d.hostUnifiedMemory())),
-                ocl_sepFilter2D_SinglePass(_src, _dst, kernelX, kernelY, borderType, ddepth), true)
+                ocl_sepFilter2D_SinglePass(_src, _dst, kernelX, kernelY, delta,
+                                           borderType & ~BORDER_ISOLATED, ddepth), true)
 
     if (anchor.x < 0)
         anchor.x = kernelX.cols >> 1;
@@ -3534,7 +3534,7 @@ static bool ocl_sepFilter2D( InputArray _src, OutputArray _dst, int ddepth,
     _dst.create(srcSize, CV_MAKETYPE(ddepth, cn));
     UMat dst = _dst.getUMat();
 
-    return ocl_sepColFilter2D(buf, dst, kernelY, anchor.y);
+    return ocl_sepColFilter2D(buf, dst, kernelY, delta, anchor.y);
 }
 
 #endif
diff --git a/modules/imgproc/src/opencl/filterSepCol.cl b/modules/imgproc/src/opencl/filterSepCol.cl
index f5d270cf42..29514cc21f 100644
--- a/modules/imgproc/src/opencl/filterSepCol.cl
+++ b/modules/imgproc/src/opencl/filterSepCol.cl
@@ -63,7 +63,7 @@
 __constant float mat_kernel[] = { COEFF };
 
 __kernel void col_filter(__global const uchar * src, int src_step, int src_offset, int src_whole_rows, int src_whole_cols,
-                         __global uchar * dst, int dst_step, int dst_offset, int dst_rows, int dst_cols)
+                         __global uchar * dst, int dst_step, int dst_offset, int dst_rows, int dst_cols, float delta)
 {
     int x = get_global_id(0);
     int y = get_global_id(1);
@@ -103,6 +103,6 @@ __kernel void col_filter(__global const uchar * src, int src_step, int src_offse
     if (x < dst_cols && y < dst_rows)
     {
         start_addr = mad24(y, dst_step, mad24(DSTSIZE, x, dst_offset));
-        storepix(convertToDstT(sum), dst + start_addr);
+        storepix(convertToDstT(sum + (srcT)(delta)), dst + start_addr);
     }
 }
diff --git a/modules/imgproc/src/opencl/filterSep_singlePass.cl b/modules/imgproc/src/opencl/filterSep_singlePass.cl
index 82ccd24192..e75574035f 100644
--- a/modules/imgproc/src/opencl/filterSep_singlePass.cl
+++ b/modules/imgproc/src/opencl/filterSep_singlePass.cl
@@ -104,7 +104,7 @@ __constant float mat_kernelX[] = { KERNEL_MATRIX_X };
 __constant float mat_kernelY[] = { KERNEL_MATRIX_Y };
 
 __kernel void sep_filter(__global uchar* Src, int src_step, int srcOffsetX, int srcOffsetY, int height, int width,
-                         __global uchar* Dst, int dst_step, int dst_offset, int dst_rows, int dst_cols)
+                         __global uchar* Dst, int dst_step, int dst_offset, int dst_rows, int dst_cols, float delta)
 {
     // RADIUSX, RADIUSY are filter dimensions
     // BLK_X, BLK_Y are local wrogroup sizes
@@ -182,6 +182,6 @@ __kernel void sep_filter(__global uchar* Src, int src_step, int srcOffsetX, int
     for (i=0; i<=2*RADIUSX; i++)
         sum = mad(lsmemDy[liy][lix+i], mat_kernelX[i], sum);
 
-    //store result into destination image
-    storepix(convertToDstT(sum), Dst + mad24(y, dst_step, mad24(x, DSTSIZE, dst_offset)));
+    // store result into destination image
+    storepix(convertToDstT(sum + (WT)(delta)), Dst + mad24(y, dst_step, mad24(x, DSTSIZE, dst_offset)));
 }
diff --git a/modules/imgproc/test/ocl/test_sepfilter2D.cpp b/modules/imgproc/test/ocl/test_sepfilter2D.cpp
index 34af4a6173..f7a18aae10 100644
--- a/modules/imgproc/test/ocl/test_sepfilter2D.cpp
+++ b/modules/imgproc/test/ocl/test_sepfilter2D.cpp
@@ -61,6 +61,7 @@ PARAM_TEST_CASE(SepFilter2D, MatDepth, Channels, BorderType, bool, bool)
     int borderType;
     bool useRoi;
     Mat kernelX, kernelY;
+    double delta;
 
     TEST_DECLARE_INPUT_PARAMETER(src);
     TEST_DECLARE_OUTPUT_PARAMETER(dst);
@@ -93,6 +94,7 @@ PARAM_TEST_CASE(SepFilter2D, MatDepth, Channels, BorderType, bool, bool)
         randomSubMat(dst, dst_roi, roiSize, dstBorder, type, -MAX_VALUE, MAX_VALUE);
 
         anchor.x = anchor.y = -1;
+        delta = randomDouble(-100, 100);
 
         UMAT_UPLOAD_INPUT_PARAMETER(src);
         UMAT_UPLOAD_OUTPUT_PARAMETER(dst);
@@ -110,8 +112,8 @@ OCL_TEST_P(SepFilter2D, Mat)
     {
         random_roi();
 
-        OCL_OFF(cv::sepFilter2D(src_roi, dst_roi, -1, kernelX, kernelY, anchor, 0.0, borderType));
-        OCL_ON(cv::sepFilter2D(usrc_roi, udst_roi, -1, kernelX, kernelY, anchor, 0.0, borderType));
+        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));
 
         Near(1.0);
     }