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AI-TRAFFIC
AI-ROAD 3D
Environment conditions
The position of the camera and the environmental conditions affect the performance of the application.
Performance is best under the following conditions:
n The image must not present flickering, severe noise or artifacts.
n Image must have a resolution of 640x360, 640x480, 320x180, 320x240.
n Rotating (PTZ) security cameras are supported only if they are not moved when the application is
enabled. If the camera is moved, the application must be reconfigured.
n Absence of occlusions (E. g. Trees, pillars, buildings, furniture elements etc.) that do not allow to see
the people.
n Absence of conditions of high crowding or stopped people that do not allow to count the individuals.
n There must be no fog, clouds or other moving objects whose appearance is similar to the target in the
areas of interest.
n Camera lens must not be dirty, wet or covered in rain or water drops. Camera lens must not be
steamy.
n Absence of "waving objects" (e.g. Meadow with tall grass, trees, sliding.
n Absence of vehicles with lights projected towards the camera.
n Correct exposition of the camera: camera must not be in backlight, the framed area must not have
heterogeneous illumination, i.e. partially indoor or partially outdoor. In general, no areas to be
monitored must be almost white or almost black, i.e. the dynamic range must be sufficient to
correctly show detail of objects in the image. If necessary, the camera must be installed with external
illuminators that make it possible to distinguish the target in all natural or artificial lighting
conditions.
n The target must have a sufficient dissimilarity from the background, i.e. there is no explicit
camouflage, where the target is similar to the background in color and texture. Sufficient dissimilarity
means at least a color difference of at least 5% or a brightness difference of at least 10%.
n Absence of vehicles with lights projected in areas of interest.
n The target must stay in the interested area for a time of at least 1 second.
n The target must have a minimum area of 2500 pixels (e.g. 50x50).
n The target must move at a maximum speed of half their width on the image per frame. For example, a
target that is 40 pixels wide at 10 frames per second must move at a speed of no more than 20 pixels
per frame, that is 200 pixel per second.
n The scene must be predominantly non-reflective.
n No hard lights must be present that cast shadows in a way that the background brightness is reduced
to less than 50% of the original value in the image.
n In case of thermal cameras, the image must be not coloured but in grayscale (white for “hot” pixels,
black for “cold” pixels). The camera, thermal or monocular, must be always configured in order to
avoid continuous changes of brightness.
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