top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Track multiple people and their gaze direction using many edge TPU and pose for privacy with Kwon

Track multiple people and their gaze direction using many edge TPU and pose for privacy with Kwon


Indoor Localization and Multi-person Tracking Using Privacy Preserving Distributed Camera Network with Edge Computing

arXiv paper abstract https://arxiv.org/abs/2305.05062



... Estimating the positions, face orientation (or gaze direction) and trajectories of people through space has many uses, such as in crowd management, security, and healthcare.


... present an open-source, low-cost, scalable and privacy-preserving edge computing framework for multi-person localization, i.e. estimating the positions, orientations, and trajectories of multiple people in an indoor space.


... computing framework consists of 38 Tensor Processing Unit (TPU)-enabled edge computing camera systems placed in the ceiling of the indoor therapeutic space.


... A multi-person detection algorithm and a pose estimation model run on the edge TPU in real-time to collect features which are used, instead of raw images, for downstream computations.


... study site with size of 18,000 square feet, ... system demonstrated an average localization error of 1.41 meters, a multiple-object tracking accuracy score of 62%, and a mean absolute body orientation error of 29°, which is sufficient for understanding group activity behaviors in indoo

or environments.


... study provides practical guidance for deploying the proposed system by analyzing various elements of the camera installation with respect to tracking accuracy.



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website



41 views0 comments

Comentarios


ClickBank paid link

bottom of page