EC 6405: SIGNAL PROCESSING LAB - II Experiment #3

3. Principal Component Analysis • Generate binary images of an object (see example given below) in different orientation. • Using Principal Component Analysis find orientation of first and second principal components. • Display first and second principal components of each image and thus orientation of image. • Tilt the image so that object is displayed in proper position.

Figure 1: A rectangular object in different orientation

Figure 2: Principal Components of the object: First Principal Component - Green, Second Principal Component - Red Note: Do not use of built in matlab functions for PCA and orientation estimation 1

Exp 4.pdf

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