Sobel Operator

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf Image processing algorithm
gptkbp:appliesTo Digital images
gptkbp:category Computer vision
Image analysis
Mathematical morphology
gptkbp:computes Gradient direction
Gradient magnitude
gptkbp:firstPublished 1968
gptkbp:hasKernelX [[1,0,-1],[2,0,-2],[1,0,-1]]
gptkbp:hasKernelY [[1,2,1],[0,0,0],[-1,-2,-1]]
https://www.w3.org/2000/01/rdf-schema#label Sobel Operator
gptkbp:input Grayscale image
gptkbp:isDifferentialOperator True
gptkbp:isDiscrete True
gptkbp:isMatrixGroup True
gptkbp:namedAfter gptkb:Irwin_Sobel
gptkbp:output Edge map
gptkbp:relatedTo gptkb:Prewitt_operator
gptkb:Canny_edge_detector
gptkbp:usedFor Edge detection
gptkbp:usesKernel 3x3 convolution matrix
gptkbp:bfsParent gptkb:Edge_Detection_using_Deep_Learning
gptkbp:bfsLayer 7