scale-invariant feature transform

URI: https://gptkb.org/entity/scale-invariant_feature_transform
GPTKB entity
Statements (38)
Predicate Object
gptkbp:instanceOf computer vision algorithm
gptkbp:abbreviation gptkb:SIFT
gptkbp:application augmented reality
robotics
3D reconstruction
image retrieval
gptkbp:category image processing
pattern recognition
feature detection algorithms
gptkbp:descriptorType gptkb:Vector
gptkbp:dimensions 128
https://www.w3.org/2000/01/rdf-schema#label scale-invariant feature transform
gptkbp:implementedIn gptkb:MATLAB
gptkb:OpenCV
gptkb:VLFeat
gptkbp:introducedIn 1999
gptkbp:inventedBy gptkb:David_Lowe
gptkbp:license patented
gptkbp:patent gptkb:University_of_British_Columbia
gptkbp:property scale invariance
rotation invariance
robust to affine transformation
gptkbp:publishedIn gptkb:International_Journal_of_Computer_Vision
gptkbp:relatedTo gptkb:ORB
gptkb:SURF
AKAZE
gptkbp:step keypoint descriptor
keypoint localization
orientation assignment
scale-space extrema detection
gptkbp:usedFor feature extraction
object recognition
feature detection
image registration
image stitching
gptkbp:bfsParent gptkb:Scale_Space_Theory
gptkb:Distinctive_Image_Features_from_Scale-Invariant_Keypoints
gptkbp:bfsLayer 8