Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:computer_vision_technique
|
| gptkbp:application |
computer vision
scene recognition image retrieval |
| gptkbp:feature |
gptkb:SIFT
gptkb:ORB gptkb:SURF |
| gptkbp:featureExtractionMethod |
yes
|
| 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
|
| https://www.w3.org/2000/01/rdf-schema#label |
BoVW
|