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