Affine Transformation

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Video Contents:
00:00 Pixel, Pixel Coordinates and Geometric Transformation
01:36 Linear Transformation and Its Properties
02:28 Linear Transform as Matrix-Vector Product
03:21 Affine Transformation
03:46 Comparison of Affine and Linear Transformations
04:38 Affine Transform as Matrix-Vector Product
05:24 Properties of Affine Transformation
05:49 Homogeneous Coordinates
08:29 Intuitive Explanation of Affine Transformation
09:25 Geometric Interpretation of Image Translation as Shear in 3D
* Pixel, Pixel Coordinates and Geometric Transformation
* Linear Transformation and Its Properties
* Linear Transform as Matrix-Vector Product
* Affine Transformation
* Comparison of Affine and Linear Transformations
* Affine Transform as Matrix-Vector Product
* Properties of Affine Transformation
* Homogeneous Coordinates
* Affine Transform in Homogeneous Coordinates
* Intuitive Explanation of Affine Transformation
* Geometric Interpretation of Image Translation as Shear in 3D
All images and animations in this video belong to me
#machinelearning #computervision
#deeplearning #ai #aitutorial #education
#imagetransform #imagelineartransform
#geometrictransform #imagegeometrictransform
#affinetransform #imageaffinetransform
#lineartransform #transformmatrix
#imagerotation #imageflip #imagescaling
#imageshear #imagetranslation
#homogeneouscoordinates
#imageprocessing #datascience
#computervisionwithhuseyinozdemir

[@vivekrai1974]

Very Informative Video. I see that you have covered various topics like mathematics of transformation, supervised learning etc. in your various videos. If you create playlists, it would be easier for the viewers.

[@huseyin_ozdemir]

Thank you for the comment

[@ivannasha5556]

Thanks! I was experimenting with IFS fractals 30+ years ago. Did not remember much and google was no help. Everyone is just listing the basic known and nobody else explains the math to make your own.

[@huseyin_ozdemir]

You're welcome!

[@speedbird7587]

excellent explanation
thanks

[@huseyin_ozdemir]

You're welcome