Practical Machine Learning and Image Processing by Himanshu Singh

Author:Himanshu Singh
Language: eng
Format: epub
ISBN: 9781484241493
Publisher: Apress

Rotation

Illumination

Perspective

As you can see, not only are scale and rotation accommodated, the SIFT algorithm also takes care of the illumination present in the image and the perspective from which we are looking. But how does it do all of this? Let’s take a look at the step-by-step process of using the SIFT algorithm:1.Find and constructing a space to ensure scale invariance

2.Find the difference between the gaussians

3.Find the important points present inside the image

4.Remove the unimportant points to make efficient comparisons

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