CUDALink`
CUDALink`

CUDAOpening

CUDAOpening[img,r]

gives the morphological opening of img with respect to a range-r square.

CUDAOpening[list,r]

gives the morphological opening of list with respect to a range-r square.

CUDAOpening[mem,r]

gives the morphological opening of mem with respect to a range-r square.

Details

  • The CUDALink application must be loaded using Needs["CUDALink`"].
  • CUDAOpening works with binary, grayscale, and other images.
  • CUDAOpening[image,r] is equivalent to Opening[image,r].
  • If multiple image channels are present, CUDAOpening operates on each of them separately.
  • The following options can be given:
  • "Device"Automaticdevice used for CUDA computation
    Padding"Fixed"value used on boundary
    "OutputMemory"NoneCUDAMemory where output is stored

Examples

Basic Examples  (5)

First, load the CUDALink application:

Use morphological opening to extract objects larger than the structuring element:

The radius can be varied:

CUDAOpening works with lists:

CUDAOpening works with graphics objects:

Using CUDAMemory, you can speed up computation by reducing the time spent on memory operations. This loads memory onto the GPU:

This performs the opening operation:

This gets the memory back to the CPU:

Memory must be deleted:

Wolfram Research (2010), CUDAOpening, Wolfram Language function, https://reference.wolfram.com/language/CUDALink/ref/CUDAOpening.html.

Text

Wolfram Research (2010), CUDAOpening, Wolfram Language function, https://reference.wolfram.com/language/CUDALink/ref/CUDAOpening.html.

BibTeX

@misc{reference.wolfram_2020_cudaopening, author="Wolfram Research", title="{CUDAOpening}", year="2010", howpublished="\url{https://reference.wolfram.com/language/CUDALink/ref/CUDAOpening.html}", note=[Accessed: 15-January-2021 ]}

BibLaTeX

@online{reference.wolfram_2020_cudaopening, organization={Wolfram Research}, title={CUDAOpening}, year={2010}, url={https://reference.wolfram.com/language/CUDALink/ref/CUDAOpening.html}, note=[Accessed: 15-January-2021 ]}

CMS

Wolfram Language. 2010. "CUDAOpening." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/CUDALink/ref/CUDAOpening.html.

APA

Wolfram Language. (2010). CUDAOpening. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/CUDALink/ref/CUDAOpening.html