Question: Computer Vision- Please answer all parts and PROVIDE A PYTHON SCRIPT AS THE FINAL ANSWER OR I WILL DOWNVOTE AND READ THE QUESTION Don't list

Computer Vision- Please answer all parts and PROVIDE A PYTHON SCRIPT AS THE FINAL ANSWER OR I WILL DOWNVOTE AND READ THE QUESTION

Don't list the steps, I know the steps but need to know how to implement the steps with code. Please do not waste my question.

Computer Vision- Please answer all parts and PROVIDE A PYTHON SCRIPT AS

PCA analysis (30\%): For six multispectral satellite images corresponding to six spectral a. please organize the images that leads to the formation of a six-element vector x from each set of corresponding pixels in the images (256256), so the population consisted of 2562=65536 vectors from which the mean vector mx=E{x}, covariance matrix Cx=E{(xmx)(xmx)T}, and corresponding eigenvalues and eigenvectors can be computed. b. using eigenvectors as rows of matrix A, compute a set of y vectors according to y= A(xmx). Similarly compute Cy=ACxAT which is a matrix with diagonal elements as eigenvalues of Cx. c. generate a set of six principal component images using the y vectors, notice the significant portion of the contrast detail is contained in the first two images and decreases rapidly from there

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!