Horn-Schunck optical flow algorithm
GPTKB entity
Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
optical flow algorithm
|
| gptkbp:application |
robotics
video compression object tracking |
| gptkbp:basedOn |
brightness constancy assumption
spatial smoothness constraint |
| gptkbp:category |
global optical flow method
|
| gptkbp:citation |
highly cited
|
| gptkbp:developedBy |
gptkb:Berthold_K._P._Horn
gptkb:Brian_G._Schunck |
| https://www.w3.org/2000/01/rdf-schema#label |
Horn-Schunck optical flow algorithm
|
| gptkbp:input |
image sequence
|
| gptkbp:introducedIn |
1981
|
| gptkbp:language |
mathematical formulation
|
| gptkbp:output |
dense optical flow field
|
| gptkbp:publishedIn |
gptkb:Artificial_Intelligence_journal
|
| gptkbp:reduces |
energy functional
|
| gptkbp:relatedTo |
gptkb:Lucas-Kanade_method
|
| gptkbp:requires |
regularization parameter
|
| gptkbp:solvedBy |
iterative methods
|
| gptkbp:usedFor |
computer vision
video analysis motion estimation |
| gptkbp:bfsParent |
gptkb:Berthold_K.P._Horn
|
| gptkbp:bfsLayer |
5
|