Intel® Integrated Performance Primitives Developer Reference

Developer Reference

  • 2021
  • 06/28/2021
  • Public Content
Contents

ThresholdAdaptiveGauss

Performs adaptive thresholding with the Gaussian method.

Syntax

IppStatus ippiThresholdAdaptiveGauss_8u_C1R(const Ipp8u*
pSrc
, int
srcStep
, Ipp8u*
pDst
, int
dstStep
, IppiSize
roiSize
, Ipp32f
delta
, Ipp8u
valGT
, Ipp8u
valLE
, IppiBorderType
borderType
, Ipp8u
borderValue
, IppiThresholdAdaptiveSpec*
pSpec
, Ipp8u*
pBuffer
);
IppStatus ippiThresholdAdaptiveGauss_8u_C1IR(Ipp8u*
pSrcDst
, int
srcDstStep
, IppiSize
roiSize
, Ipp32f
delta
, Ipp8u
valGT
, Ipp8u
valLE
, IppiBorderType
borderType
, Ipp8u
borderValue
, IppiThresholdAdaptiveSpec*
pSpec
, Ipp8u*
pBuffer
);
Include Files
ippi.h
Domain Dependencies
Headers:
ippcore.h
,
ippvm.h
,
ipps.h
Libraries:
ippcore.lib
,
ippvm.lib
,
ipps.lib
Parameters
pSrc
Pointer to the source image ROI.
srcStep
Distance, in bytes, between the starting points of consecutive lines in the source image.
pDst
Pointer to the destination image ROI.
dstStep
Distance, in bytes, between the starting points of consecutive lines in the destination image.
pSrcDst
Pointer to the source and destination image ROI (for the in-place function).
srcDstStep
Distance, in bytes, between the starting points of consecutive lines in the source and destination image (for the in-place function).
roiSize
Size of the destination image ROI, in pixels.
delta
Value for threshold calculation.
valGT
Output pixel if the source pixel value is more than threshold.
valLE
Output pixel if the source pixel value is less than, or equal to threshold.
borderType
Type of border. Possible values are:
ippBorderConst
Values of all border pixels are set to a constant.
ippBorderRepl
Border is replicated from the edge pixels.
ippBorderInMem
Border is obtained from the source image pixels in memory.
Mixed borders are also supported. They can be obtained by the bitwise operation OR between
ippBorderRepl
 or
ippBorderConst
 and the following flags:
  • ippBorderInMemTop
  • ippBorderInMemBottom
  • ippBorderInMemLeft
  • ippBorderInMemRight
Each of these flags means that for the corresponding border the outside pixels of the source image are in memory.
borderValue
Constant value(s) to assign to pixels of the constant border. This parameter is applicable only to the
ippBorderConst
 border type.
pSpec
Pointer to the adaptive threshold specification structure.
pBuffer
Pointer to the work buffer. To calculate the size of the temporary buffer, use the
ThresholdAdaptiveGaussGetBufferSize
 function.
Description
This function performs adaptive thresholding of the source image ROI using the Gaussian method. Output pixels are calculated according to the following formulas:
pDst(x,y)
 =
valGT
 if
pSrc(x,y)
 >
T(x,y)
pDst(x,y)
 =
valLE
 if
pSrc(x,y)
 <=
T(x,y)
where
T(x,y)
 is a weighted sum (cross-correlation with a Gaussian window) of the
maskSize.width
*
maskSize.height
 neighborhood of a (
x
,
y
) pixel minus
delta
.
The function uses a separable Gaussian filter. Filter coefficients are computed according to the following formula:
G
i
 =
A
 * exp( - (
i
-(
maskSize.width
-1)/2)
2
)/(0.5 *
sigma
2
)
where
A
 is a scale factor for ∑
i
G
i
 = 1 (
i
 = 0, ...,
maskSize.width
-1)
Before using this function, compute the size of the external work buffer and specification structure using the
ThresholdAdaptiveGaussGetBufferSize
 function, and initialize the structure using the
ThresholdAdaptiveGaussInit
 function.
Return Values
ippStsNoErr
Indicates no error.
ippStsNullPtrErr
Indicates an error when
pSrc
,
pDst
,
pSrcDst
,
pSpec
, or
pBuffer
 is
NULL
.
ippStsSizeErr
Indicates an error when
roiSize
 has a field with a zero or negative value.
ippStsContextMatchErr
Indicates an error when
pSpec
 does not match.
ippStsBorderErr
Indicates an error when
borderType
 has an illegal value.

Example

The code example below demonstrates how to use the
ippiThresholdAdaptiveGauss_8u_C1R
,
ThresholdAdaptiveGaussGetBufferSize
, and
ThresholdAdaptiveGaussInit
 functions.
IppStatus threshold_adaptive_gauss_8u_c1( void ) {
    Ipp8u pSrc[8*8] =
    {
          0, 255,   1, 254,   2, 253,   3, 252,
        251,   4, 250,   5, 249,   6, 248,   7,
          8, 247,   9, 246,  10, 245,  11, 244,
        243,  12 , 242, 13, 241,  14, 240,  15,
         16, 239,  17, 238,  18, 237,  19, 236,
        235,  20, 234,  21, 233,  22, 232,  23,
         24, 231,  25, 230,  26, 229,  26, 228,
        227,  27, 226,  28, 225,  29, 224,  30
    };
    Ipp8u    pDst[8*8];
    IppiSize roiSize = {8, 8};
    IppiSize maskSize = {3, 3};
    IppiBorderType borderType = ippBorderConst;
    int     srcStep = 8 * sizeof(Ipp8u);
    int     dstStep = 8 * sizeof(Ipp8u);
    int     bufferSize;
    int     specSize;
    IppStatus status;
    Ipp32f  sigma = 10.0f;
    Ipp32f  delta = 0.5f;
    Ipp8u   valGT = 254;
    Ipp8u   valLE = 1;
    IppiThresholdAdaptiveSpec *pSpec;
    Ipp8u   *pBuffer;

    ippiThresholdAdaptiveGaussGetBufferSize(roiSize, maskSize, ipp8u, 1, &specSize, &bufferSize);
    pSpec = (IppiThresholdAdaptiveSpec *)ippsMalloc_8u(specSize);
    pBuffer = ippsMalloc_8u(bufferSize);
    ippiThresholdAdaptiveGaussInit(roiSize, maskSize, ipp8u, 1, sigma, pSpec);
    ippiThresholdAdaptiveGauss_8u_C1R(pSrc, srcStep, pDst, dstStep, roiSize, delta, valGT, valLE, borderType, 33, pSpec, pBuffer);
    ippsFree(pBuffer);
    ippsFree(pSpec);

    return status;
}
pDst
 after function execution:
   1 254   1 254   1 254   1 254
 254   1 254   1 254   1 254   1
   1 254   1 254   1 254   1 254
 254   1 254   1 254   1 254   1
   1 254   1 254   1 254   1 254
 254   1 254   1 254   1 254   1
   1 254   1 254   1 254   1 254
 254   1 254   1 254   1 254   1

Product and Performance Information

1

Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.