© Himanshu Singh 2019
Himanshu SinghPractical Machine Learning and Image Processinghttps://doi.org/10.1007/978-1-4842-4149-3_5

5. Image Processing Using Machine Learning

Himanshu Singh1 
(1)
Allahabad, Uttar Pradesh, India
 
We start this chapter by examining a few of the most widely used image processing algorithms, then move on to machine learning implementation in image processing. The chapter at a glance is as follows:
  • Feature mapping using the scale-invariant feature transform (SIFT) algorithm

  • Image registration using the random sample consensus (RANSAC) algorithm

  • Image Classification using artificial neural networks

  • Image classification using convolutional neural networks (CNNs)

  • Image Classification using machine learning

  • Important Terms

Feature Mapping ...

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