Uniform LBP

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf Texture descriptor
gptkbp:application Face recognition
Medical image analysis
Texture segmentation
gptkbp:basedOn Local Binary Pattern
gptkbp:category Feature extraction method
gptkbp:characterizedBy Patterns with at most two bitwise transitions
gptkbp:describedBy Multiresolution gray-scale and rotation invariant texture classification with local binary patterns (Ojala et al., 2002)
gptkbp:featureType Gray-scale invariant
Rotation invariant
gptkbp:fullName Uniform Local Binary Pattern
https://www.w3.org/2000/01/rdf-schema#label Uniform LBP
gptkbp:pattern 59 (for 8 neighbors)
gptkbp:proposedBy gptkb:Timo_Ojala
gptkb:Matti_Pietikäinen
2002
Topi Mäenpää
gptkbp:usedFor Texture classification
gptkbp:usedIn Image processing
Computer vision
gptkbp:bfsParent gptkb:Local_Binary_Patterns
gptkbp:bfsLayer 8