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Focus of Attention in HRI with Application of Fractal Analysis (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

(Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

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Page 1: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Focus of Attentionin HRI with Application of

Fractal Analysis(Diploma thesis)

Student: Peter PolakSupervisor: Rudolf Jaksa

Page 2: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

MotivationFractal visual properties

Fractal analysis

Decision-making of robot NAO

Model of attention

Page 3: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Done before...

Box counter

Based on Sloufova‘s Box-counter

Convert script

color -> greyscale -> black & white

Page 4: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Done this time...NAO image capturing

Image processing

Edge detection

NAO decision-making

View focus

Integration of sub parts

Alpha tests

Page 5: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

ImplementationWPF desktop application, C# language

Target platform Windows x86

Target framework .NET 4.5

Page 6: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

old, low old, stereo

new, low new, high

Page 7: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Image processingTresholding

Colors balance

Edge detection

Canny algorithm

Emgu CV

Page 8: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Image processing

Page 9: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Way ahead...Face detection

Gaze

Movement detection

Sound detection

Averaging method of fractal analysis

Handling of colorful images

Page 10: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Jackson Pollock

Page 11: (Diploma thesis) Student: Peter Polak Supervisor: Rudolf Jaksa

Visual properties