Laplacian

group NVCV_C_ALGORITHM_LAPLACIAN

Functions

NVCVStatus cvcudaLaplacianCreate(NVCVOperatorHandle *handle)

Constructs an instance of the Laplacian.

Parameters:

handle – [out] Where the operator instance handle will be written to.

  • Must not be NULL.

Return values:

  • NVCV_ERROR_INVALID_ARGUMENT – Handle is null.

  • NVCV_ERROR_OUT_OF_MEMORY – Not enough memory to create the operator.

  • NVCV_SUCCESS – Operation executed successfully.

NVCVStatus cvcudaLaplacianSubmit(NVCVOperatorHandle handle, cudaStream_t stream, NVCVTensorHandle in, NVCVTensorHandle out, int32_t ksize, float scale, NVCVBorderType borderMode)

Executes the Laplacian operation on the given cuda stream. This operation does not wait for completion.

Limitations:

Input: Data Layout: [kNHWC, kHWC] Channels: [1, 3, 4]

Data Type

Allowed

8bit Unsigned

Yes

8bit Signed

No

16bit Unsigned

Yes

16bit Signed

No

32bit Unsigned

No

32bit Signed

No

32bit Float

Yes

64bit Float

No

Output: Data Layout: [kNHWC, kHWC] Channels: [1, 3, 4]

Data Type

Allowed

8bit Unsigned

Yes

8bit Signed

No

16bit Unsigned

Yes

16bit Signed

No

32bit Unsigned

No

32bit Signed

No

32bit Float

Yes

64bit Float

No

Input/Output dependency 

 Property      |  Input == Output
-------------- | -------------
 Data Layout   | Yes
 Data Type     | Yes
 Number        | Yes
 Channels      | Yes
 Width         | Yes
 Height        | Yes

Parameters:

  • handle – [in] Handle to the operator.

    • Must not be NULL.

  • stream – [in] Handle to a valid CUDA stream.

  • in – [in] Input tensor.

  • out – [out] Output tensor.

  • ksize – [in] Aperture size used to compute the second-derivative filters, it can be 1 or 3.

  • scale – [in] Scale factor for the Laplacian values (use 1 for no scale).

  • borderMode – [in] Border mode to be used when accessing elements outside input image, cf. NVCVBorderType.

Return values:

  • NVCV_ERROR_INVALID_ARGUMENT – Some parameter is outside valid range.

  • NVCV_ERROR_INTERNAL – Internal error in the operator, invalid types passed in.

  • NVCV_SUCCESS – Operation executed successfully.

NVCVStatus cvcudaLaplacianVarShapeSubmit(NVCVOperatorHandle handle, cudaStream_t stream, NVCVImageBatchHandle in, NVCVImageBatchHandle out, NVCVTensorHandle ksize, NVCVTensorHandle scale, NVCVBorderType borderMode)

Executes the Laplacian operation on a batch of images.

Parameters:

  • in – [in] Input image batch.

  • out – [out] Output image batch.

  • ksize – [in] Aperture size to compute second-derivative filters, either 1 or 3 per image, as a 1D Tensor of int.

    • Must be of pixel type NVCV_DATA_TYPE_S32

  • scale – [in] Scale factor Laplacian values as a 1D Tensor of float.

    • Must be of pixel type NVCV_DATA_TYPE_F32

  • borderMode – [in] Border mode to be used when accessing elements outside input image, cf. NVCVBorderType.