Computer-Vision-Based Multicamera Person Reidentification (2021)

Nikita Lokhmachev

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ML Engineer

Software Engineer

AI Developer

OpenCV

Python

In this project, we worked with N camera views of the same area from different angles, where some cameras captured information others didn’t. The objective of the person re-identification task was to link images of the same individual captured by different cameras and assign them the same ID. Due to the dataset's unique characteristics, where everyone wore identical clothing, deep-learning approaches were not viable, so we relied on intrinsic and extrinsic camera parameters.
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Posted Sep 16, 2024

We used camera parameters to re-identify people across multiple camera views, as deep learning couldn't be applied due to identical clothing.

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Kryptonite

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ML Engineer

Software Engineer

AI Developer

OpenCV

Python

Nikita Lokhmachev

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