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Introduction

Introduction. TYWu. Applications. Games Microsoft Kinect. Motion Sensor. Applications. Games Microsoft Kinect. Face Recognition. Applications. Games Microsoft Kinect. Voice Recognition. Applications. Microsoft Kinect Intelligent Sensing. Applications. Microsoft Kinect

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Introduction

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  1. Introduction TYWu

  2. Applications • Games • Microsoft Kinect Motion Sensor

  3. Applications • Games • Microsoft Kinect Face Recognition

  4. Applications • Games • Microsoft Kinect Voice Recognition

  5. Applications • Microsoft Kinect • Intelligent Sensing

  6. Applications • Microsoft Kinect • Intelligent Recognition

  7. Applications • YouTube • http://www.youtube.com/watch?v=Mf44bWQr3jc

  8. Applications • Vehicles • Volvo collision avoidance

  9. Applications • Continental

  10. Applications • YouTube • http://www.youtube.com/watch?v=X9X9YGBc2XM

  11. Applications • AR. Drone

  12. Applications • AR. Drone

  13. Applications • AR. Drone

  14. Applications • AR. Drone

  15. Applications • AR. Drone

  16. Applications • YouTube • http://www.youtube.com/watch?v=1U4CpojO9hM

  17. Applications • My Projects • http://www.youtube.com/watch?v=ai2RiGMyV08 • http://www.youtube.com/watch?v=pQId5kMK0zY

  18. Pattern Recognition • LBP: Local Binary Pattern

  19. Pattern Recognition • LBP: Local Binary Pattern

  20. OpenCV • OpenCV (Open Source Computer Vision Library) • library of programming functions mainly aimed at real-time computer vision • developed by Intel • now supported by Willow Garage and Itseez. • It is free for use

  21. Processing • http://processing.org/ • Library • $1 Unistroke Recognizer • designed for rapid prototyping of gesture-based user interfaces • OpenCV

  22. Handwritten Digit Recognition • Statistical approach • histograms of various digits, it is possible to differentiate between them.

  23. Handwritten Digit Recognition • First I draw 5 horizontal rays through the image (spacing is determined on the fly, depending on size of cropped image). The number of intersections along each ray is recorded. • Similarly 5 vertical rays are shot and recorded...

  24. Handwritten Digit Recognition • Example

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