BoVW

GPTKB entity

Statements (24)
Predicate Object
gptkbp:instanceOf computer vision technique
gptkbp:application computer vision
scene recognition
image retrieval
gptkbp:feature gptkb:SIFT
gptkb:ORB
gptkb:SURF
gptkbp:featureExtractionMethod yes
https://www.w3.org/2000/01/rdf-schema#label BoVW
gptkbp:inspiredBy gptkb:Bag_of_Words_model
gptkbp:limitation ignores spatial information
gptkbp:output feature vector
gptkbp:proposedBy 2000s
gptkbp:relatedTo visual vocabulary
feature quantization
gptkbp:standsFor gptkb:Bag_of_Visual_Words
gptkbp:step build histogram of visual words
extract local features
quantize features into visual words
gptkbp:usedFor k-means clustering
gptkbp:usedIn image classification
object recognition
gptkbp:bfsParent gptkb:Bag_of_Visual_Words
gptkbp:bfsLayer 7