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
|