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For Requirements for the correct operation of video analytics to work correctly, the following requirements must be metare given in the table:

Camera

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    • at

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    • least 320x240 pixels for

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  • Video analytics works with both black-and-white and color images

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  • Camera shaking must not cause image shifting of more than 1% of the frame size

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Lighting

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  • Moderate lighting.

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  • Insufficient or excessive lighting (night

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  • or

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  • bright sunlight) may impact the quality of video analytics

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  • No

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  • abrupt changes in lighting

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Scene and camera angle

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  • Moving objects

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  • are visually separable from each other

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  • The background

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  • is mostly static and doesn't change abruptly.
  • Moving objects are minimally obscured by static objects in the scene (columns, industrial products, and so on)

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  • Reflective surfaces and harsh shadows from moving objects can affect the quality of analytics

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  • Long single-color objects may not be tracked properly

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Object

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  • An object must be visible on the image

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  • There is no noise on the video image and there are no artifacts caused by the compression algorithm

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  • The width and height of objects in the video should not be less than 1% of the frame size (at resolutions not less than 1920x1080 pixels) or 15 pixels (at lower resolutions)

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  • The width and height of objects in the video should not be more than 75% of the frame size

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  • It is recommended that the linear measurements of objects in the frame do not exceed 75% of the frame size

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  • The speed of objects in the frame must be at least 1 pixel per second

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  • The object is to be visible at not less than 8 frames

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  • Within two adjacent frames the object cannot move in the movement direction for the distance that is longer than its size

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  • Quantity of simultaneously tracked objects on a

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  • frame—no more than 25

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