Optical Flow | Horn Schunck | Discrete Algorithm | Lucas Kanade | Least Squares | python

Published: 14 June 2023
on channel: Image Processing, CV, ML, DL & AI Projects
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Motion Estimation with Optical Flow :

with Horn & Schunk Algorithm
-- using Variational method (Calculus of Variations)
-- implementation of the discrete version
-- experimenting with different values of the hyperparamater λ

with Lucas-Kanade
-- using method of Least Squares
-- experimenting with different window sizes

all implementations are with python

frame sequences extracted from a videos are used as input to the algorithms

Mathematical Morphology can be used to obtain better segmentation results

#computervision #imageprocessing #imageprocessingpython #python #algorithm #machinelearning #calculus #calculusofvariations


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