Statements (50)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:signal_processing
image processing technique |
| gptkbp:appliesTo |
images
signals |
| gptkbp:basedOn |
Gaussian function
|
| gptkbp:canBeApproximatedBy |
gptkb:binomial_filter
gptkb:box_filter |
| gptkbp:frequency |
low-pass
|
| gptkbp:hasContinuousForm |
true
|
| gptkbp:hasDiscreteForm |
true
|
| https://www.w3.org/2000/01/rdf-schema#label |
Gaussian filter
|
| gptkbp:implementedIn |
convolution
|
| gptkbp:isMatrixGroup |
true
|
| gptkbp:isNonCausal |
true
|
| gptkbp:isOptimalFor |
minimizing mean square error for Gaussian noise
|
| gptkbp:isRotationInvariant |
true
|
| gptkbp:isSeparable |
true
|
| gptkbp:isShiftInvariant |
true
|
| gptkbp:isTimeInvariant |
true
|
| gptkbp:namedAfter |
gptkb:Carl_Friedrich_Gauss
|
| gptkbp:parameter |
standard deviation
kernel size |
| gptkbp:preserves |
edges less than median filter
|
| gptkbp:reduces |
high-frequency components
|
| gptkbp:relatedTo |
gptkb:Gaussian_blur
Gaussian kernel |
| gptkbp:stable |
true
|
| gptkbp:usedIn |
gptkb:astronomy
gptkb:scale-space_representation autonomous vehicles computer vision photography remote sensing robotics audio processing microscopy video processing feature extraction medical imaging noise reduction face detection object detection edge detection machine learning preprocessing background subtraction edge detection preprocessing image smoothing |
| gptkbp:bfsParent |
gptkb:GMSK
gptkb:Gaussian |
| gptkbp:bfsLayer |
6
|