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use visual object tracking algorithm if object is not detected #58

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maiermic opened this issue Apr 26, 2023 · 0 comments
Open

use visual object tracking algorithm if object is not detected #58

maiermic opened this issue Apr 26, 2023 · 0 comments

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@maiermic
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maiermic commented Apr 26, 2023

If object detection fails, a visual object tracking algorithm (e.g. CSRT) might be used as fallback. If object detection fails for a certain amount of consecutive frames, the object should still be considered lost.

The candidate returned from the visual object tracking algorithm might also be used/considered to re-identify the target object from the candidates of the object detection algorithm.

Useful article: https://learnopencv.com/object-tracking-using-opencv-cpp-python/
See also https://github.com/maiermic/robot-cameraman/blob/master/research.md#object-tracking-1

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