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Application in Computer Vision

Application in Computer Vision. Final Project. Nir Slakman, Oren Zur and Noam Ben-Ari. The Goal. To Create: A game for kids, to assist them getting familiar with the world of nature. Using simple motor skills, sound effects and colors. Description. Web-cam based.

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Application in Computer Vision

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  1. Application in Computer Vision Final Project Nir Slakman, Oren Zur and Noam Ben-Ari

  2. The Goal . To Create: • A game for kids, to assist them getting familiar with the world of nature. • Using simple motor skills, sound effects and colors.

  3. Description. • Web-cam based. • Few different screens (levels). • Motion detection. • Identifying the animals by the sounds they make.

  4. Motivation. • To create an educational game for kids. • An interesting game, using colors and sounds effects. • An EyeToy look-like game.

  5. What is Eye Toy? • Color digital camera device. • Usually used for the PlayStation consoles. • Allows the player to play the game by using his hands movements instead of using a joystick or a keyboard.

  6. The Technology. • uses computer vision to process images taken by the camera. • allows players to interact with games using motion, color detection and sound.

  7. Video Capturing Motion Detection Color Recognition Location Effects The Algorithm.

  8. Video Capturing. • Captures frames using Matlab. • Each frame being converted to a 3D matrix (X*Y*3). • X and Y are the dimension of the frame. • The third value means 3 layers of color – RGB.

  9. Motion Detection. • A five frames buffer. • A median matrix was computed for each five matrixes. • If the value of a pixel is different from the value of the median – there was a motion!

  10. Color Detection. • The software is looking for a blue object in motion. • Each pixel’s RGB values are being examined for a dominant value of blue.

  11. Location detection. This is easy… • The location is actually the values of x and y in the matrix (frame – [x,y]). • When the object being located is signed with a square.

  12. Location detection. • The square is drawn on the game’s screen according to the camera screen window’s coordinates. • The moving object is being followed by the square online.

  13. Effects. • When the software locates the square in one of the pictures’ location range, it recognize the animal, mark the picture and create sounds effects.

  14. Example.

  15. EyeToy - Example. Short Movie - YouTube

  16. In The Future. • Expand the system for different subjects. • Include competitions and High-scores. • Time based levels.

  17. Any Questions?

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