Lecture 10 - Lucas-Kanade Tracker (KLT)

UCF Computer Vision Video Lectures 2012
Instructor: Dr. Mubarak Shah (vision.eecs.ucf.edu/faculty/sh...)
Subject: Global Motion Estimation
Presentation: crcv.ucf.edu/courses/CAP5415/F...

Пікірлер: 16

  • @RazorSPoint
    @RazorSPoint11 жыл бұрын

    It actually depends on the contrast in the image. The lower the contrast, the higher the motion can be. In low contrast images you have flat gradients. So what you do in lucas kanade is that you use the gradient to estimate the motion. More precicely you use first order expansion of the L2 based costfunction. Therefore first order expansion can only estimate good results close to the point you are looking at. So flat gradients mean that the distance can be higher cauze the error is lower.

  • @TheRaul7lover
    @TheRaul7lover11 жыл бұрын

    thnx a million time u saved my life with this video

  • @jimmylovesyouall
    @jimmylovesyouall8 жыл бұрын

    55:10 the last line should be H not H inverse, should be a typo in the slides.

  • @ghowdp
    @ghowdp7 жыл бұрын

    Hello, does anyone know what is the work at 12:09? the one about tracking with multiple fixed & non-overlapping cameras.

  • @cpsctutor168
    @cpsctutor1689 жыл бұрын

    thx a lot

  • @SAINIVEDH
    @SAINIVEDH3 жыл бұрын

    11:15 Any good resources on where to look to go further in MTMC ?!!

  • @seereen2004
    @seereen200411 жыл бұрын

    What is the limitation for the large motion? ... he said if the frames has large motion we need to use pyramids .... how much this large?

  • @ad2181
    @ad21819 жыл бұрын

    Are you missing a ")" around W(x:p)

  • @kjowo
    @kjowo4 жыл бұрын

    Hi, the presentasion link is unavailable. Can you provide the new one?

  • @RazorSPoint
    @RazorSPoint11 жыл бұрын

    is that understandable for you?

  • @aniamaksim4175
    @aniamaksim417510 жыл бұрын

    Is anybody here who has dr Mubarak speech in this presenation? pls!!!

  • @divyamgarg8708
    @divyamgarg8708 Жыл бұрын

    Any tutorials on pyramid implementation ?

  • @rowdyrousey3334
    @rowdyrousey33348 жыл бұрын

    Thank you!

  • @ish828
    @ish8284 жыл бұрын

    Course Homepage: www.crcv.ucf.edu/courses/cap5415-fall-2012/

  • @swargamavinash5499
    @swargamavinash54998 жыл бұрын

    Sir where can we get the matlab implementation of this Algorithm

  • @ad2181
    @ad21819 жыл бұрын

    @41:25 Today a function can be named a great mathematical discovery and understanding. But in 200 years no one will be educated enough to learn anything, muchless a great function!