Kanade-Lucas-Tomasi feature tracker
GPTKB entity
Statements (46)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:musician
|
| gptkbp:bfsLayer |
5
|
| gptkbp:bfsParent |
gptkb:Takeo_Kanade
|
| gptkbp:applies_to |
image sequences
|
| gptkbp:based_on |
gradient methods
optical flow |
| gptkbp:developed_by |
gptkb:Lucas_J._P._Moravec
gptkb:Tomaso_Poggio gptkb:Takeo_Kanade |
| https://www.w3.org/2000/01/rdf-schema#label |
Kanade-Lucas-Tomasi feature tracker
|
| gptkbp:improves |
motion estimation
|
| gptkbp:input_output |
2 D motion vectors
|
| gptkbp:is_implemented_in |
gptkb:MATLAB
gptkb:C++ gptkb:Open_CV gptkb:Library |
| gptkbp:is_known_for |
real-time performance
robustness to noise accuracy in tracking |
| gptkbp:is_part_of |
image processing
autonomous navigation motion analysis surveillance systems video analysis real-time tracking systems tracking algorithms image registration feature matching techniques feature-based tracking systems optical flow methods |
| gptkbp:is_related_to |
SIFT
SURF |
| gptkbp:is_used_for |
object tracking
|
| gptkbp:is_used_in |
gptkb:robot
augmented reality gesture recognition video stabilization facial recognition 3 D reconstruction |
| gptkbp:provides |
feature points
|
| gptkbp:requires |
feature detection
|
| gptkbp:sensor |
illumination changes
rotation changes scale changes |
| gptkbp:track |
multiple features
|
| gptkbp:used_in |
computer vision
|