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