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gptkbp:instanceOf
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gptkb:logic
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gptkbp:application
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image segmentation
edge detection
feature detection
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gptkbp:describes
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multi-scale representation of signals
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gptkbp:field
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gptkb:signal_processing
computer vision
image processing
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gptkbp:form
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gptkb:Laplacian_of_Gaussian
partial differential equations
diffusion equation
Gaussian kernel
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gptkbp:hasConcept
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representation of data at multiple scales
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|
https://www.w3.org/2000/01/rdf-schema#label
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Scale Space Theory
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gptkbp:influenced
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blob detection
development of SIFT
development of SURF
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gptkbp:introduced
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gptkb:Jannes_Koenderink
gptkb:Tony_Lindeberg
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gptkbp:introducedIn
|
1980s
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gptkbp:notablePublication
|
gptkb:Scale-Space_Theory_in_Computer_Vision_(Tony_Lindeberg,_1994)
gptkb:The_Structure_of_Images_(J._J._Koenderink,_A._J._van_Doorn,_1984)
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gptkbp:property
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linear
causal in scale
non-enhancement of local extrema
shift-invariant
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gptkbp:relatedConcept
|
gptkb:scale-invariant_feature_transform
wavelet transform
multi-scale analysis
pyramid representation
|
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gptkbp:relatedTo
|
feature extraction
noise reduction
image smoothing
|
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gptkbp:usedIn
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gptkb:machine_learning
robotics
medical image analysis
object recognition
|
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gptkbp:bfsParent
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gptkb:Linear_Scale_Space
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gptkbp:bfsLayer
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7
|