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The requirements for

...

cameras

...

when you work with the People counter detection module are

...

given in the following table.

Camera

  • Resolution: 720x576 pixels (CIF4)
  • , using
  • ; the use of 360x288 pixels (CIF1) is acceptable.
  • Resolution
  • If you zoom
  • -
  • in over CIF4
  • is not
  • , it doesn't improve the quality of
  • recognizing procedure
  • algorithm recognition.
  • Fps: at least 25.
  • Color: only color
  • camera can be in use
  • cameras.
  • Camera
  • must be rigidly fixed.
  • shaking is absent

Lighting

  • The best
  • working of detection is archived
  • detector operation is achieved at medium lighting. In conditions of insufficient (night) or excessive (
  • exposure
  • light-striking) lighting, the quality of
  • analytics can
  • algorithm operation can be reduced.
  • Sharp lighting changes
  • of lighting
  • can lead to the short-time
  • invalid
  • improper analytics
  • working.
  • operation

Scene and camera angle

  • The best
  • position –
  • position—a camera "looks"
  • to
  • at the scene vertically down. The better you perform this requirement, the
  • carefully
  • more accurate the received estimation.
  • Sizes of camera field of view:
  • 2x2m
  • 2x2 m is minimal,
  • 4x4m
  • 4x4 m is optimal
  • (8x8 people)
  • .
  • Background is static and
  • is not
  • isn't changed sharply.
  • In the recognized
  • There are
  • there
  • no moving objects except
  • of
  • people in the recognized area.
  • Analytics can work
  • inappropriately
  • improperly on
  • specular
  • reflecting surfaces and in the case of sharp shadows from
  • moved
  • moving objects.
  • Analytics can work
  • inappropriately in case of in the camera field of view
  • improperly if there are periodic movements of background objects (trees, working TV,
  • etc.)
  • and so on) in the camera field of view.
  • People
  • occulting
  • overlapping by static objects is
  • to be
  • minimal (
  • by
  • columns, trees
  • etc.).
  • , and so on)

Object imagesObjects image

  • Image quality: the image
  • is to
  • must be clear, without visible defects from
  • reducing procedure
  • the compression algorithm.
  • Permissible person size
  • of a person
  • (the area of a rectangular track around a person) as a percentage of the frame area: from 10% to 60%
  • .

Other

  • People
  • shouldn't
  • must not move by continuous flow,
  • by
  • but groups
  • by
  • of several people are counted properly
  • .