computer vision

Error message

  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).
  • Deprecated function: html_entity_decode(): Passing null to parameter #1 ($string) of type string is deprecated in decode_entities() (line 463 of /home/dihocigi/www/counterinception.com/includes/unicode.inc).

designing sleep monitors prototype 3

In order to verify my arduino based prototype, by the end of 2011, I decided to use the depth infrared camera from a kinect to verify "visually" that it works.

I am not going to watch 8 hours of someone sleeping, I'll just get a computer to do that, so I learned some basics for "computer vision" in R.
Here I am using frame subtracting by importing each greyscale frame from the depth camera and subtracting it to the next frame. This way I can identify changes and how small/large are these changes between each frame.
Here is a sample,

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