Chapter 21

Image Mining Extension for RapidMiner (Advanced)

Václav Uher

Brno University of Technology, Czech Republic

Radim Burget

Brno University of Technology, Czech Republic

Acronyms

IMMI -Image Mining

OBCF -Order-based Block Color

ROI -Region Of Interest

21.1 Introduction

This chapter demonstrates several examples of image processing and feature extraction using the image mining plug-in for RapidMiner. Firstly, the process of global feature extraction from multiple images with some advanced operators will be described. These operators are briefly described. Secondly, an example of the Viola-Jones algorithm for pattern detection will be demonstrated. The final example will demonstrate the process of image segmentation and mask processing. ...

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