Histogram of Oriented Gradients
GPTKB entity
Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
feature descriptor
|
| gptkbp:abbreviation |
gptkb:HOG
|
| gptkbp:appliesTo |
image processing
pedestrian detection |
| gptkbp:capturedBy |
edge directions
gradient orientation |
| gptkbp:computes |
histograms of gradient orientations
|
| gptkbp:divides_image_into |
cells
|
| https://www.w3.org/2000/01/rdf-schema#label |
Histogram of Oriented Gradients
|
| gptkbp:implementedIn |
gptkb:OpenCV
gptkb:scikit-image |
| gptkbp:introduced |
gptkb:Bill_Triggs
gptkb:Navneet_Dalal 2005 |
| gptkbp:normalizes_over |
blocks
|
| gptkbp:publishedIn |
gptkb:CVPR_2005
|
| gptkbp:relatedTo |
gptkb:SIFT
feature extraction edge detection |
| gptkbp:robust_to |
illumination changes
small geometric transformations |
| gptkbp:type |
local feature descriptor
|
| gptkbp:used_in |
computer vision
face detection vehicle detection human detection |
| gptkbp:usedFor |
object detection
|
| gptkbp:bfsParent |
gptkb:Computer_Vision
|
| gptkbp:bfsLayer |
6
|